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Subject: [Boost-commit] svn:boost r67231 - in trunk: boost/math/distributions boost/math/policies boost/math/special_functions libs/math/doc/sf_and_dist libs/math/doc/sf_and_dist/html libs/math/doc/sf_and_dist/html/math_toolkit libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders libs/math/doc/sf_and_dist/html/math_toolkit/dist libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg libs/math/doc/sf_and_dist/html/math_toolkit/extern_c libs/math/doc/sf_and_dist/html/math_toolkit/main_overview libs/math/doc/sf_and_dist/html/math_toolkit/perf libs/math/doc/sf_and_dist/html/math_toolkit/policy libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial libs/math/doc/sf_and_dist/html/math_toolkit/special libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint libs/math/doc/sf_and_dist/html/math_toolkit/special/expint libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper libs/math/doc/sf_and_dist/html/math_toolkit/special/powers libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas libs/math/doc/sf_and_dist/html/math_toolkit/status libs/math/doc/sf_and_dist/html/math_toolkit/toolkit libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1 libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2 libs/math/doc/sf_and_dist/html/math_toolkit/using_udt libs/math/doc/sf_and_dist/html/math_toolkit/utils libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding libs/math/example libs/math/test
From: john_at_[hidden]
Date: 2010-12-14 14:23:29

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Author: johnmaddock
Date: 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
New Revision: 67231
URL: http://svn.boost.org/trac/boost/changeset/67231

Log:
Improve performance of non-central T by simplifying the arithmetic where possible.
Change error handlers to pass the target type down to "rounding errors".
Change the rounding error handlers to return a well defined value (the maximum representable value in the target type).
Update and complete docs on rounding errors.
Fix typo in test/test_beta_dist.cpp.
Regenerate the docs.
Remove illegal comment from test_constants.cpp.
Fixes #4977.
Text files modified:
   trunk/boost/math/distributions/non_central_beta.hpp | 43
   trunk/boost/math/distributions/non_central_t.hpp | 159 +
   trunk/boost/math/policies/error_handling.hpp | 28
   trunk/boost/math/special_functions/round.hpp | 8
   trunk/boost/math/special_functions/trunc.hpp | 8
   trunk/libs/math/doc/sf_and_dist/error_handling.qbk | 6
   trunk/libs/math/doc/sf_and_dist/html/index.html | 529 ++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders.html | 13
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html | 36
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html | 9
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html | 18
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist.html | 253 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html | 97
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html | 91
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html | 24
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html | 82
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/geometric_dist.html | 81
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_chi_squared_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gamma_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gaussian_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html | 18
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html | 83
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html | 64
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull_dist.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html | 56
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/future.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html | 152 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html | 21
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html | 126 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html | 19
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html | 5
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html | 265 +++-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html | 500 ++++++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html | 5
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html | 336 +++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html | 144 +
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html | 186 ++-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html | 682 +++++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html | 217 ++-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html | 2278 ++++++++++++++++++++-------------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html | 20
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html | 103 +
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html | 87
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html | 653 +++++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html | 578 ++++++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html | 26
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html | 518 +++++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview.html | 40
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/FAQ.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/building.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html | 1073 +++++++++---------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/config_macros.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html | 34
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html | 507 +++++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html | 70
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html | 142 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html | 520 +++++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf.html | 18
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html | 58
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/interp.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html | 70
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/tuning.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy.html | 66
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html | 142 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html | 22
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html | 38
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html | 30
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html | 34
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html | 20
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html | 38
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html | 145 +
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html | 248 ++-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html | 68
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html | 395 ++++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special.html | 133 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel.html | 20
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html | 25
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html | 34
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html | 34
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html | 38
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html | 56
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html | 29
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html | 25
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials.html | 18
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html | 19
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html | 21
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html | 21
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html | 21
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html | 19
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html | 19
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html | 19
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html | 17
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html | 27
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html | 17
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html | 17
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html | 17
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html | 17
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html | 21
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html | 89 +
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html | 7
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html | 24
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html | 21
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html | 32
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html | 25
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html | 34
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html | 11
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html | 11
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas.html | 4
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html | 23
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/credits.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/history1.html | 507 +++++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/issues.html | 18
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit.html | 34
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html | 20
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html | 26
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html | 47
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/tuples.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html | 10
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils.html | 30
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html | 6
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding.html | 8
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html | 2
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html | 6
   trunk/libs/math/example/policy_eg_8.cpp | 2
   trunk/libs/math/test/test_beta_dist.cpp | 2
   trunk/libs/math/test/test_constants.cpp | 2
   247 files changed, 8842 insertions(+), 6482 deletions(-)

Modified: trunk/boost/math/distributions/non_central_beta.hpp
==============================================================================
--- trunk/boost/math/distributions/non_central_beta.hpp (original)
+++ trunk/boost/math/distributions/non_central_beta.hpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -43,13 +43,25 @@
 T l2 = lam / 2;
 //
 // k is the starting point for iteration, and is the
- // maximum of the poisson weighting term:
+ // maximum of the poisson weighting term,
+ // note that unlike other similar code, we do not set
+ // k to zero, when l2 is small, as forward iteration
+ // is unstable:
 //
 int k = itrunc(l2);
 if(k == 0)
 k = 1;
- // Starting Poisson weight:
- T pois = gamma_p_derivative(T(k+1), l2, pol);
+ T pois;
+ if(k == 0)
+ {
+ // Starting Poisson weight:
+ pois = exp(-l2);
+ }
+ else
+ {
+ // Starting Poisson weight:
+ pois = gamma_p_derivative(T(k+1), l2, pol);
+ }
 if(pois == 0)
 return init_val;
 // recurance term:
@@ -124,10 +136,27 @@
 // maximum of the poisson weighting term:
 //
 int k = itrunc(l2);
+ T pois;
+ if(k <= 30)
+ {
+ //
+ // Might as well start at 0 since we'll likely have this number of terms anyway:
+ //
+ if(a + b > 1)
+ k = 0;
+ else if(k == 0)
+ k = 1;
+ }
 if(k == 0)
- k = 1;
- // Starting Poisson weight:
- T pois = gamma_p_derivative(T(k+1), l2, pol);
+ {
+ // Starting Poisson weight:
+ pois = exp(-l2);
+ }
+ else
+ {
+ // Starting Poisson weight:
+ pois = gamma_p_derivative(T(k+1), l2, pol);
+ }
 if(pois == 0)
 return init_val;
 // recurance term:
@@ -748,7 +777,7 @@
 RealType b = dist.beta();
 RealType d = dist.non_centrality();
 RealType apb = a + b;
- return exp(-d / 2) * a * detail::hypergeometric_2F2(1 + a, apb, a, 1 + apb, d / 2, Policy()) / apb;
+ return exp(-d / 2) * a * detail::hypergeometric_2F2<RealType, Policy>(1 + a, apb, a, 1 + apb, d / 2, Policy()) / apb;
 } // mean

 template <class RealType, class Policy>

Modified: trunk/boost/math/distributions/non_central_t.hpp
==============================================================================
--- trunk/boost/math/distributions/non_central_t.hpp (original)
+++ trunk/boost/math/distributions/non_central_t.hpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -41,20 +41,40 @@
 // maximum of the poisson weighting term:
 //
 int k = boost::math::itrunc(d2);
- // Starting Poisson weight:
- T pois = gamma_p_derivative(T(k+1), d2, pol)
- * tgamma_delta_ratio(T(k + 1), T(0.5f))
- * delta / constants::root_two<T>();
+ T pois;
+ if(k < 15)
+ {
+ // Since we'll likely need 30-40 terms anyway, start from zero
+ // since this simplifies the arithmetic, don't go too overboard though
+ // as this is the *unstable* direction:
+ k = 0;
+ // Starting Poisson weight:
+ pois = exp(-d2) * 2 / constants::root_pi<T>();
+ pois *= delta / constants::root_two<T>();
+ }
+ else
+ {
+ // Starting Poisson weight:
+ pois = gamma_p_derivative(T(k+1), d2, pol)
+ * tgamma_delta_ratio(T(k + 1), T(0.5f))
+ * delta / constants::root_two<T>();
+ }
 if(pois == 0)
 return init_val;
- // Recurance term:
- T xterm;
- // Starting beta term:
- T beta = x < y
- ? detail::ibeta_imp(T(k + 1), T(n / 2), x, pol, false, true, &xterm)
- : detail::ibeta_imp(T(n / 2), T(k + 1), y, pol, true, true, &xterm);
-
- xterm *= y / (n / 2 + k);
+ T xterm, beta;
+ // Recurrance & starting beta terms:
+ if(k == 0)
+ {
+ beta = -boost::math::powm1(y, n / 2, pol);
+ xterm = beta > 0.5f ? pow(y, n / 2) : 1 - beta;
+ }
+ else
+ {
+ beta = x < y
+ ? detail::ibeta_imp(T(k + 1), T(n / 2), x, pol, false, true, &xterm)
+ : detail::ibeta_imp(T(n / 2), T(k + 1), y, pol, true, true, &xterm);
+ xterm *= y / (n / 2 + k);
+ }
 T poisf(pois), betaf(beta), xtermf(xterm);
 T sum = init_val;
 if((xterm == 0) && (beta == 0))
@@ -111,66 +131,89 @@
 // maximum of the poisson weighting term:
 //
 int k = boost::math::itrunc(d2);
+ if(k < 30)
+ {
+ // We typically need around 40 terms so may as well start at 0
+ // and gain faster computation of starting conditions:
+ k = 0;
+ }
 // Starting Poisson weight:
- T pois = gamma_p_derivative(T(k+1), d2, pol)
- * tgamma_delta_ratio(T(k + 1), T(0.5f))
- * delta / constants::root_two<T>();
+ T pois;
+ if(k == 0)
+ {
+ pois = exp(-d2) * 2 / constants::root_pi<T>();
+ pois *= delta / constants::root_two<T>();
+ }
+ else if((k < (int)(max_factorial<T>::value)) && (d2 < tools::log_max_value<T>()) && (log(d2) * k < tools::log_max_value<T>()))
+ {
+ //
+ // For small k we can optimise this calculation by using
+ // a simpler reduced formula:
+ //
+ pois = exp(-d2);
+ pois *= pow(d2, static_cast<T>(k));
+ pois /= boost::math::tgamma(T(k + 1 + 0.5), pol);
+ pois *= delta / constants::root_two<T>();
+ }
+ else
+ {
+ pois = gamma_p_derivative(T(k+1), d2, pol)
+ * tgamma_delta_ratio(T(k + 1), T(0.5f))
+ * delta / constants::root_two<T>();
+ }
 if(pois == 0)
 return init_val;
 // Recurance term:
 T xterm;
+ T beta;
 // Starting beta term:
- T beta = x < y
- ? detail::ibeta_imp(T(k + 1), T(n / 2), x, pol, true, true, &xterm)
- : detail::ibeta_imp(T(n / 2), T(k + 1), y, pol, false, true, &xterm);
+ if(k != 0)
+ {
+ beta = x < y
+ ? detail::ibeta_imp(T(k + 1), T(n / 2), x, pol, true, true, &xterm)
+ : detail::ibeta_imp(T(n / 2), T(k + 1), y, pol, false, true, &xterm);

- xterm *= y / (n / 2 + k);
+ xterm *= y / (n / 2 + k);
+ }
+ else
+ {
+ beta = pow(y, n / 2);
+ xterm = beta;
+ }
 T poisf(pois), betaf(beta), xtermf(xterm);
 T sum = init_val;
 if((xterm == 0) && (beta == 0))
 return init_val;

 //
- // Forward recursion first, this is the stable direction:
+ // Fused forward and backwards recursion:
 //
 boost::uintmax_t count = 0;
- for(int i = k + 1; ; ++i)
+ for(int i = k + 1, j = k; ; ++i, --j)
 {
 poisf *= d2 / (i + 0.5f);
 xtermf *= (x * (n / 2 + i - 1)) / (i);
 betaf += xtermf;
-
 T term = poisf * betaf;
- sum += term;
- if(fabs(term/sum) < errtol)
- break;
- if(count > max_iter)
+
+ if(j >= 0)
 {
- return policies::raise_evaluation_error(
- "cdf(non_central_t_distribution<%1%>, %1%)",
- "Series did not converge, closest value was %1%", sum, pol);
+ term += beta * pois;
+ pois *= (j + 0.5f) / d2;
+ beta -= xterm;
+ xterm *= (j) / (x * (n / 2 + j - 1));
 }
- ++count;
- }
- //
- // Backwards recursion:
- //
- for(int i = k; i >= 0; --i)
- {
- T term = beta * pois;
+
 sum += term;
 if(fabs(term/sum) < errtol)
 break;
- pois *= (i + 0.5f) / d2;
- beta -= xterm;
- xterm *= (i) / (x * (n / 2 + i - 1));
- ++count;
 if(count > max_iter)
 {
 return policies::raise_evaluation_error(
 "cdf(non_central_t_distribution<%1%>, %1%)",
 "Series did not converge, closest value was %1%", sum, pol);
 }
+ ++count;
 }
 return sum;
 }
@@ -326,14 +369,32 @@
 // maximum of the poisson weighting term:
 //
 int k = boost::math::itrunc(d2);
- // Starting Poisson weight:
- T pois = gamma_p_derivative(T(k+1), d2, pol)
- * tgamma_delta_ratio(T(k + 1), T(0.5f))
- * delta / constants::root_two<T>();
- // Starting beta term:
- T xterm = x < y
- ? ibeta_derivative(T(k + 1), n / 2, x, pol)
- : ibeta_derivative(n / 2, T(k + 1), y, pol);
+ T pois, xterm;
+ if(k < 30)
+ {
+ //
+ // Since we'll need at least 30-40 terms anyway, start from 0
+ // since this simplifies the starting arithmetic:
+ //
+ k = 0;
+ // Starting Poisson weight:
+ pois = exp(-d2)
+ * (2 / constants::root_pi<T>())
+ * delta / constants::root_two<T>();
+ // Starting beta term:
+ xterm = pow(y, n / 2 - 1) * n / 2;
+ }
+ else
+ {
+ // Starting Poisson weight:
+ pois = gamma_p_derivative(T(k+1), d2, pol)
+ * tgamma_delta_ratio(T(k + 1), T(0.5f))
+ * delta / constants::root_two<T>();
+ // Starting beta term:
+ xterm = x < y
+ ? ibeta_derivative(T(k + 1), n / 2, x, pol)
+ : ibeta_derivative(n / 2, T(k + 1), y, pol);
+ }
 T poisf(pois), xtermf(xterm);
 T sum = init_val;
 if((pois == 0) || (xterm == 0))

Modified: trunk/boost/math/policies/error_handling.hpp
==============================================================================
--- trunk/boost/math/policies/error_handling.hpp (original)
+++ trunk/boost/math/policies/error_handling.hpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -60,8 +60,8 @@
T user_denorm_error(const char* function, const char* message, const T& val);
template <class T>
T user_evaluation_error(const char* function, const char* message, const T& val);
-template <class T>
-T user_rounding_error(const char* function, const char* message, const T& val);
+template <class T, class TargetType>
+T user_rounding_error(const char* function, const char* message, const T& val, const TargetType& t);
template <class T>
T user_indeterminate_result_error(const char* function, const char* message, const T& val);

@@ -381,11 +381,12 @@
 return user_evaluation_error(function, message, val);
}

-template <class T>
+template <class T, class TargetType>
inline T raise_rounding_error(
 const char* function,
 const char* message,
 const T& val,
+ const TargetType&,
 const ::boost::math::policies::rounding_error< ::boost::math::policies::throw_on_error>&)
{
 raise_error<boost::math::rounding_error, T>(function, message, val);
@@ -393,39 +394,42 @@
 return T(0);
}

-template <class T>
+template <class T, class TargetType>
inline T raise_rounding_error(
 const char* ,
 const char* ,
 const T& val,
+ const TargetType&,
 const ::boost::math::policies::rounding_error< ::boost::math::policies::ignore_error>&)
{
 // This may or may not do the right thing, but the user asked for the error
 // to be ignored so here we go anyway:
- return val;
+ return std::numeric_limits<T>::is_specialized ? (val > 0 ? std::numeric_limits<T>::max() : -std::numeric_limits<T>::max()): val;
}

-template <class T>
+template <class T, class TargetType>
inline T raise_rounding_error(
 const char* ,
 const char* ,
 const T& val,
+ const TargetType&,
 const ::boost::math::policies::rounding_error< ::boost::math::policies::errno_on_error>&)
{
 errno = ERANGE;
 // This may or may not do the right thing, but the user asked for the error
 // to be silent so here we go anyway:
- return val;
+ return std::numeric_limits<T>::is_specialized ? (val > 0 ? std::numeric_limits<T>::max() : -std::numeric_limits<T>::max()): val;
}

-template <class T>
+template <class T, class TargetType>
inline T raise_rounding_error(
 const char* function,
 const char* message,
 const T& val,
+ const TargetType& t,
 const ::boost::math::policies::rounding_error< ::boost::math::policies::user_error>&)
{
- return user_rounding_error(function, message, val);
+ return user_rounding_error(function, message, val, t);
}

template <class T, class R>
@@ -536,13 +540,13 @@
 val, policy_type());
}

-template <class T, class Policy>
-inline T raise_rounding_error(const char* function, const char* message, const T& val, const Policy&)
+template <class T, class TargetType, class Policy>
+inline T raise_rounding_error(const char* function, const char* message, const T& val, const TargetType& t, const Policy&)
{
 typedef typename Policy::rounding_error_type policy_type;
 return detail::raise_rounding_error(
 function, message ? message : "Value %1% can not be represented in the target integer type.",
- val, policy_type());
+ val, t, policy_type());
}

template <class T, class R, class Policy>

Modified: trunk/boost/math/special_functions/round.hpp
==============================================================================
--- trunk/boost/math/special_functions/round.hpp (original)
+++ trunk/boost/math/special_functions/round.hpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -21,7 +21,7 @@
{
 BOOST_MATH_STD_USING
 if(!(boost::math::isfinite)(v))
- return policies::raise_rounding_error("boost::math::round<%1%>(%1%)", 0, v, pol);
+ return policies::raise_rounding_error("boost::math::round<%1%>(%1%)", 0, v, v, pol);
 return v < 0 ? static_cast<T>(ceil(v - 0.5f)) : static_cast<T>(floor(v + 0.5f));
}
template <class T>
@@ -44,7 +44,7 @@
 BOOST_MATH_STD_USING
 T r = boost::math::round(v, pol);
 if(fabs(r) > (std::numeric_limits<int>::max)())
- return static_cast<int>(policies::raise_rounding_error("boost::math::iround<%1%>(%1%)", 0, v, pol));
+ return static_cast<int>(policies::raise_rounding_error("boost::math::iround<%1%>(%1%)", 0, v, 0, pol));
 return static_cast<int>(r);
}
template <class T>
@@ -59,7 +59,7 @@
 BOOST_MATH_STD_USING
 T r = boost::math::round(v, pol);
 if(fabs(r) > (std::numeric_limits<long>::max)())
- return static_cast<long int>(policies::raise_rounding_error("boost::math::lround<%1%>(%1%)", 0, v, pol));
+ return static_cast<long int>(policies::raise_rounding_error("boost::math::lround<%1%>(%1%)", 0, v, 0L, pol));
 return static_cast<long int>(r);
}
template <class T>
@@ -76,7 +76,7 @@
 BOOST_MATH_STD_USING
 T r = boost::math::round(v, pol);
 if(fabs(r) > (std::numeric_limits<boost::long_long_type>::max)())
- return static_cast<boost::long_long_type>(policies::raise_rounding_error("boost::math::llround<%1%>(%1%)", 0, v, pol));
+ return static_cast<boost::long_long_type>(policies::raise_rounding_error("boost::math::llround<%1%>(%1%)", 0, v, 0LL, pol));
 return static_cast<boost::long_long_type>(r);
}
template <class T>

Modified: trunk/boost/math/special_functions/trunc.hpp
==============================================================================
--- trunk/boost/math/special_functions/trunc.hpp (original)
+++ trunk/boost/math/special_functions/trunc.hpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -21,7 +21,7 @@
{
 BOOST_MATH_STD_USING
 if(!(boost::math::isfinite)(v))
- return policies::raise_rounding_error("boost::math::trunc<%1%>(%1%)", 0, v, pol);
+ return policies::raise_rounding_error("boost::math::trunc<%1%>(%1%)", 0, v, v, pol);
 return (v >= 0) ? static_cast<T>(floor(v)) : static_cast<T>(ceil(v));
}
template <class T>
@@ -44,7 +44,7 @@
 BOOST_MATH_STD_USING
 T r = boost::math::trunc(v, pol);
 if(fabs(r) > (std::numeric_limits<int>::max)())
- return static_cast<int>(policies::raise_rounding_error("boost::math::itrunc<%1%>(%1%)", 0, v, pol));
+ return static_cast<int>(policies::raise_rounding_error("boost::math::itrunc<%1%>(%1%)", 0, 0, v, pol));
 return static_cast<int>(r);
}
template <class T>
@@ -59,7 +59,7 @@
 BOOST_MATH_STD_USING
 T r = boost::math::trunc(v, pol);
 if(fabs(r) > (std::numeric_limits<long>::max)())
- return static_cast<long>(policies::raise_rounding_error("boost::math::ltrunc<%1%>(%1%)", 0, v, pol));
+ return static_cast<long>(policies::raise_rounding_error("boost::math::ltrunc<%1%>(%1%)", 0, 0L, v, pol));
 return static_cast<long>(r);
}
template <class T>
@@ -76,7 +76,7 @@
 BOOST_MATH_STD_USING
 T r = boost::math::trunc(v, pol);
 if(fabs(r) > (std::numeric_limits<boost::long_long_type>::max)())
- return static_cast<boost::long_long_type>(policies::raise_rounding_error("boost::math::lltrunc<%1%>(%1%)", 0, v, pol));
+ return static_cast<boost::long_long_type>(policies::raise_rounding_error("boost::math::lltrunc<%1%>(%1%)", 0, v, 0LL, pol));
 return static_cast<boost::long_long_type>(r);
}
template <class T>

Modified: trunk/libs/math/doc/sf_and_dist/error_handling.qbk
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/error_handling.qbk (original)
+++ trunk/libs/math/doc/sf_and_dist/error_handling.qbk 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -109,8 +109,10 @@
[table Possible Actions for Rounding Errors
[[Action] [Behaviour]]
[[throw_on_error][Throws `boost::math::rounding_error`]]
-[[errno_on_error][Sets `::errno` to `ERANGE` and returns an unspecified value.]]
-[[ignore_error][[*Returns the an unspecified value.]]]
+[[errno_on_error][Sets `::errno` to `ERANGE` and returns the largest representable value of the target integer type
+(or the most negative value if the argument to the function was less than zero).]]
+[[ignore_error][[*Returns the largest representable value of the target integer type
+(or the most negative value if the argument to the function was less than zero).]]]
[[user_error][Returns the result of `boost::math::policies::user_rounding_error`:
[link math_toolkit.policy.pol_tutorial.user_def_err_pol
this function must be defined by the user].]]

Modified: trunk/libs/math/doc/sf_and_dist/html/index.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/index.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/index.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -53,7 +53,7 @@
 Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani and
 Thijs van den Berg</div>
<div><div class="legalnotice">
-<a name="id867111"></a>
+<a name="id973452"></a>
 Distributed under the Boost Software License, Version 1.0. (See accompanying
 file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
@@ -64,440 +64,445 @@
<div class="toc">
Table of Contents
<dl>
-<dt>Overview</dt>
+<dt> Overview</dt>
<dd><dl>
-<dt>About the Math Toolkit</dt>
-<dt>Navigation</dt>
-<dt><a href="math_toolkit/main_overview/directories.html">Directory and
+<dt> About the Math Toolkit</dt>
+<dt> Navigation</dt>
+<dt><a href="math_toolkit/main_overview/directories.html"> Directory and
 File Structure</a></dt>
-<dt>Namespaces</dt>
-<dt><a href="math_toolkit/main_overview/result_type.html">Calculation of
- the Type of the Result</a></dt>
-<dt>Error Handling</dt>
-<dt>Compilers</dt>
-<dt><a href="math_toolkit/main_overview/config_macros.html">Configuration
+<dt> Namespaces</dt>
+<dt><a href="math_toolkit/main_overview/result_type.html"> Calculation
+ of the Type of the Result</a></dt>
+<dt> Error Handling</dt>
+<dt> Compilers</dt>
+<dt><a href="math_toolkit/main_overview/config_macros.html"> Configuration
 Macros</a></dt>
-<dt>Policies</dt>
-<dt>Thread Safety</dt>
-<dt>Performance</dt>
-<dt><a href="math_toolkit/main_overview/building.html">If and How to Build
+<dt> Policies</dt>
+<dt> Thread Safety</dt>
+<dt> Performance</dt>
+<dt><a href="math_toolkit/main_overview/building.html"> If and How to Build
 a Boost.Math Library, and its Examples and Tests</a></dt>
-<dt><a href="math_toolkit/main_overview/history1.html">History and What's
+<dt><a href="math_toolkit/main_overview/history1.html"> History and What's
 New</a></dt>
-<dt><a href="math_toolkit/main_overview/tr1.html">C99 and C++ TR1 C-style
+<dt><a href="math_toolkit/main_overview/tr1.html"> C99 and C++ TR1 C-style
 Functions</a></dt>
-<dt><a href="math_toolkit/main_overview/faq.html">Frequently Asked Questions
+<dt><a href="math_toolkit/main_overview/faq.html"> Frequently Asked Questions
 FAQ</a></dt>
-<dt><a href="math_toolkit/main_overview/contact.html">Contact Info and
+<dt><a href="math_toolkit/main_overview/contact.html"> Contact Info and
 Support</a></dt>
</dl></dd>
-<dt>Statistical Distributions and Functions</dt>
+<dt> Statistical Distributions and Functions</dt>
<dd><dl>
-<dt><a href="math_toolkit/dist/stat_tut.html">Statistical Distributions
+<dt><a href="math_toolkit/dist/stat_tut.html"> Statistical Distributions
 Tutorial</a></dt>
<dd><dl>
-<dt>Overview of Distributions</dt>
+<dt> Overview of Distributions</dt>
<dd><dl>
-<dt><a href="math_toolkit/dist/stat_tut/overview/headers.html">Headers
+<dt><a href="math_toolkit/dist/stat_tut/overview/headers.html"> Headers
 and Namespaces</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/overview/objects.html">Distributions
+<dt><a href="math_toolkit/dist/stat_tut/overview/objects.html"> Distributions
 are Objects</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/overview/generic.html">Generic
+<dt><a href="math_toolkit/dist/stat_tut/overview/generic.html"> Generic
 operations common to all distributions are non-member functions</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/overview/complements.html">Complements
- are supported too - and when to use them</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/overview/parameters.html">Parameters
- can be calculated</a></dt>
-<dt>Summary</dt>
-</dl></dd>
-<dt>Worked Examples</dt>
-<dd><dl>
-<dt><a href="math_toolkit/dist/stat_tut/weg/dist_construct_eg.html">Distribution
- Construction Example</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/st_eg.html">Student's t
+<dt><a href="math_toolkit/dist/stat_tut/overview/complements.html">
+ Complements are supported too - and when to use them</a></dt>
+<dt><a href="math_toolkit/dist/stat_tut/overview/parameters.html">
+ Parameters can be calculated</a></dt>
+<dt> Summary</dt>
+</dl></dd>
+<dt> Worked Examples</dt>
+<dd><dl>
+<dt><a href="math_toolkit/dist/stat_tut/weg/dist_construct_eg.html">
+ Distribution Construction Example</a></dt>
+<dt><a href="math_toolkit/dist/stat_tut/weg/st_eg.html"> Student's
+ t Distribution Examples</a></dt>
+<dt><a href="math_toolkit/dist/stat_tut/weg/cs_eg.html"> Chi Squared
 Distribution Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/cs_eg.html">Chi Squared
- Distribution Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/f_eg.html">F Distribution
+<dt><a href="math_toolkit/dist/stat_tut/weg/f_eg.html"> F Distribution
 Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/binom_eg.html">Binomial
+<dt><a href="math_toolkit/dist/stat_tut/weg/binom_eg.html"> Binomial
 Distribution Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/geometric_eg.html">Geometric
+<dt><a href="math_toolkit/dist/stat_tut/weg/geometric_eg.html"> Geometric
 Distribution Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/neg_binom_eg.html">Negative
+<dt><a href="math_toolkit/dist/stat_tut/weg/neg_binom_eg.html"> Negative
 Binomial Distribution Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/normal_example.html">Normal
+<dt><a href="math_toolkit/dist/stat_tut/weg/normal_example.html"> Normal
 Distribution Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/nccs_eg.html">Non Central
+<dt><a href="math_toolkit/dist/stat_tut/weg/nccs_eg.html"> Non Central
 Chi Squared Example</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/error_eg.html">Error Handling
+<dt><a href="math_toolkit/dist/stat_tut/weg/error_eg.html"> Error Handling
 Example</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/find_eg.html">Find Location
+<dt><a href="math_toolkit/dist/stat_tut/weg/find_eg.html"> Find Location
 and Scale Examples</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/nag_library.html">Comparison
+<dt><a href="math_toolkit/dist/stat_tut/weg/nag_library.html"> Comparison
 with C, R, FORTRAN-style Free Functions</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/weg/c_sharp.html">Using the
+<dt><a href="math_toolkit/dist/stat_tut/weg/c_sharp.html"> Using the
 Distributions from Within C#</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/dist/stat_tut/variates.html">Random Variates
+<dt><a href="math_toolkit/dist/stat_tut/variates.html"> Random Variates
 and Distribution Parameters</a></dt>
-<dt><a href="math_toolkit/dist/stat_tut/dist_params.html">Discrete Probability
+<dt><a href="math_toolkit/dist/stat_tut/dist_params.html"> Discrete Probability
 Distributions</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/dist/dist_ref.html">Statistical Distributions
+<dt><a href="math_toolkit/dist/dist_ref.html"> Statistical Distributions
 Reference</a></dt>
<dd><dl>
-<dt>Non-Member Properties</dt>
-<dt>Distributions</dt>
+<dt> Non-Member Properties</dt>
+<dt> Distributions</dt>
<dd><dl>
-<dt><a href="math_toolkit/dist/dist_ref/dists/bernoulli_dist.html">Bernoulli
- Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/beta_dist.html">Beta
+<dt><a href="math_toolkit/dist/dist_ref/dists/bernoulli_dist.html">
+ Bernoulli Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/beta_dist.html"> Beta
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/binomial_dist.html">Binomial
- Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/cauchy_dist.html">Cauchy-Lorentz
+<dt><a href="math_toolkit/dist/dist_ref/dists/binomial_dist.html">
+ Binomial Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/cauchy_dist.html"> Cauchy-Lorentz
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/chi_squared_dist.html">Chi
- Squared Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/exp_dist.html">Exponential
+<dt><a href="math_toolkit/dist/dist_ref/dists/chi_squared_dist.html">
+ Chi Squared Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/exp_dist.html"> Exponential
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/extreme_dist.html">Extreme
+<dt><a href="math_toolkit/dist/dist_ref/dists/extreme_dist.html"> Extreme
 Value Distribution</a></dt>
-<dt>F Distribution</dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/gamma_dist.html">Gamma
+<dt> F Distribution</dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/gamma_dist.html"> Gamma
 (and Erlang) Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/geometric_dist.html">Geometric
- Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html">Hypergeometric
- Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/inverse_chi_squared_dist.html">Inverse
- Chi Squared Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/inverse_gamma_dist.html">Inverse
- Gamma Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/inverse_gaussian_dist.html">Inverse
- Gaussian (or Inverse Normal) Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/laplace_dist.html">Laplace
- Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/logistic_dist.html">Logistic
- Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/lognormal_dist.html">Log
- Normal Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html">Negative
- Binomial Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/nc_beta_dist.html">Noncentral
+<dt><a href="math_toolkit/dist/dist_ref/dists/geometric_dist.html">
+ Geometric Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html">
+ Hypergeometric Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/inverse_chi_squared_dist.html">
+ Inverse Chi Squared Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/inverse_gamma_dist.html">
+ Inverse Gamma Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/inverse_gaussian_dist.html">
+ Inverse Gaussian (or Inverse Normal) Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/laplace_dist.html"> Laplace
+ Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/logistic_dist.html">
+ Logistic Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/lognormal_dist.html">
+ Log Normal Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html">
+ Negative Binomial Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/nc_beta_dist.html"> Noncentral
 Beta Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html">Noncentral
- Chi-Squared Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/nc_f_dist.html">Noncentral
+<dt><a href="math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html">
+ Noncentral Chi-Squared Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/nc_f_dist.html"> Noncentral
 F Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/nc_t_dist.html">Noncentral
+<dt><a href="math_toolkit/dist/dist_ref/dists/nc_t_dist.html"> Noncentral
 T Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/normal_dist.html">Normal
+<dt><a href="math_toolkit/dist/dist_ref/dists/normal_dist.html"> Normal
 (Gaussian) Distribution</a></dt>
-<dt>Pareto Distribution</dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/poisson_dist.html">Poisson
+<dt><a href="math_toolkit/dist/dist_ref/dists/pareto.html"> Pareto
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/rayleigh.html">Rayleigh
+<dt><a href="math_toolkit/dist/dist_ref/dists/poisson_dist.html"> Poisson
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/students_t_dist.html">Students
- t Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/triangular_dist.html">Triangular
+<dt><a href="math_toolkit/dist/dist_ref/dists/rayleigh.html"> Rayleigh
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/uniform_dist.html">Uniform
+<dt><a href="math_toolkit/dist/dist_ref/dists/students_t_dist.html">
+ Students t Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/triangular_dist.html">
+ Triangular Distribution</a></dt>
+<dt><a href="math_toolkit/dist/dist_ref/dists/uniform_dist.html"> Uniform
 Distribution</a></dt>
-<dt><a href="math_toolkit/dist/dist_ref/dists/weibull_dist.html">Weibull
+<dt><a href="math_toolkit/dist/dist_ref/dists/weibull_dist.html"> Weibull
 Distribution</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/dist/dist_ref/dist_algorithms.html">Distribution
+<dt><a href="math_toolkit/dist/dist_ref/dist_algorithms.html"> Distribution
 Algorithms</a></dt>
</dl></dd>
-<dt>Extras/Future Directions</dt>
+<dt> Extras/Future Directions</dt>
</dl></dd>
-<dt>Special Functions</dt>
+<dt> Special Functions</dt>
<dd><dl>
-<dt>Gamma Functions</dt>
+<dt> Gamma Functions</dt>
<dd><dl>
-<dt>Gamma</dt>
-<dt>Log Gamma</dt>
-<dt>Digamma</dt>
-<dt><a href="math_toolkit/special/sf_gamma/gamma_ratios.html">Ratios
+<dt> Gamma</dt>
+<dt> Log Gamma</dt>
+<dt> Digamma</dt>
+<dt><a href="math_toolkit/special/sf_gamma/gamma_ratios.html"> Ratios
 of Gamma Functions</a></dt>
-<dt><a href="math_toolkit/special/sf_gamma/igamma.html">Incomplete Gamma
+<dt><a href="math_toolkit/special/sf_gamma/igamma.html"> Incomplete Gamma
 Functions</a></dt>
-<dt><a href="math_toolkit/special/sf_gamma/igamma_inv.html">Incomplete
+<dt><a href="math_toolkit/special/sf_gamma/igamma_inv.html"> Incomplete
 Gamma Function Inverses</a></dt>
-<dt><a href="math_toolkit/special/sf_gamma/gamma_derivatives.html">Derivative
+<dt><a href="math_toolkit/special/sf_gamma/gamma_derivatives.html"> Derivative
 of the Incomplete Gamma Function</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/special/factorials.html">Factorials and Binomial
+<dt><a href="math_toolkit/special/factorials.html"> Factorials and Binomial
 Coefficients</a></dt>
<dd><dl>
-<dt>Factorial</dt>
-<dt><a href="math_toolkit/special/factorials/sf_double_factorial.html">Double
- Factorial</a></dt>
-<dt><a href="math_toolkit/special/factorials/sf_rising_factorial.html">Rising
- Factorial</a></dt>
-<dt><a href="math_toolkit/special/factorials/sf_falling_factorial.html">Falling
- Factorial</a></dt>
-<dt><a href="math_toolkit/special/factorials/sf_binomial.html">Binomial
+<dt> Factorial</dt>
+<dt><a href="math_toolkit/special/factorials/sf_double_factorial.html">
+ Double Factorial</a></dt>
+<dt><a href="math_toolkit/special/factorials/sf_rising_factorial.html">
+ Rising Factorial</a></dt>
+<dt><a href="math_toolkit/special/factorials/sf_falling_factorial.html">
+ Falling Factorial</a></dt>
+<dt><a href="math_toolkit/special/factorials/sf_binomial.html"> Binomial
 Coefficients</a></dt>
</dl></dd>
-<dt>Beta Functions</dt>
+<dt> Beta Functions</dt>
<dd><dl>
-<dt>Beta</dt>
-<dt><a href="math_toolkit/special/sf_beta/ibeta_function.html">Incomplete
+<dt> Beta</dt>
+<dt><a href="math_toolkit/special/sf_beta/ibeta_function.html"> Incomplete
 Beta Functions</a></dt>
-<dt><a href="math_toolkit/special/sf_beta/ibeta_inv_function.html">The
+<dt><a href="math_toolkit/special/sf_beta/ibeta_inv_function.html"> The
 Incomplete Beta Function Inverses</a></dt>
-<dt><a href="math_toolkit/special/sf_beta/beta_derivative.html">Derivative
+<dt><a href="math_toolkit/special/sf_beta/beta_derivative.html"> Derivative
 of the Incomplete Beta Function</a></dt>
</dl></dd>
-<dt>Error Functions</dt>
+<dt> Error Functions</dt>
<dd><dl>
-<dt>Error Functions</dt>
-<dt><a href="math_toolkit/special/sf_erf/error_inv.html">Error Function
+<dt><a href="math_toolkit/special/sf_erf/error_function.html"> Error
+ Functions</a></dt>
+<dt><a href="math_toolkit/special/sf_erf/error_inv.html"> Error Function
 Inverses</a></dt>
</dl></dd>
-<dt>Polynomials</dt>
+<dt> Polynomials</dt>
<dd><dl>
-<dt><a href="math_toolkit/special/sf_poly/legendre.html">Legendre (and
+<dt><a href="math_toolkit/special/sf_poly/legendre.html"> Legendre (and
 Associated) Polynomials</a></dt>
-<dt><a href="math_toolkit/special/sf_poly/laguerre.html">Laguerre (and
+<dt><a href="math_toolkit/special/sf_poly/laguerre.html"> Laguerre (and
 Associated) Polynomials</a></dt>
-<dt>Hermite Polynomials</dt>
-<dt>Spherical Harmonics</dt>
+<dt> Hermite Polynomials</dt>
+<dt> Spherical Harmonics</dt>
</dl></dd>
-<dt>Bessel Functions</dt>
+<dt> Bessel Functions</dt>
<dd><dl>
-<dt><a href="math_toolkit/special/bessel/bessel_over.html">Bessel Function
+<dt><a href="math_toolkit/special/bessel/bessel_over.html"> Bessel Function
 Overview</a></dt>
-<dt><a href="math_toolkit/special/bessel/bessel.html">Bessel Functions
+<dt><a href="math_toolkit/special/bessel/bessel.html"> Bessel Functions
 of the First and Second Kinds</a></dt>
-<dt><a href="math_toolkit/special/bessel/mbessel.html">Modified Bessel
- Functions of the First and Second Kinds</a></dt>
-<dt><a href="math_toolkit/special/bessel/sph_bessel.html">Spherical Bessel
+<dt><a href="math_toolkit/special/bessel/mbessel.html"> Modified Bessel
 Functions of the First and Second Kinds</a></dt>
+<dt><a href="math_toolkit/special/bessel/sph_bessel.html"> Spherical
+ Bessel Functions of the First and Second Kinds</a></dt>
</dl></dd>
-<dt>Elliptic Integrals</dt>
+<dt> Elliptic Integrals</dt>
<dd><dl>
-<dt><a href="math_toolkit/special/ellint/ellint_intro.html">Elliptic
+<dt><a href="math_toolkit/special/ellint/ellint_intro.html"> Elliptic
 Integral Overview</a></dt>
-<dt><a href="math_toolkit/special/ellint/ellint_carlson.html">Elliptic
+<dt><a href="math_toolkit/special/ellint/ellint_carlson.html"> Elliptic
 Integrals - Carlson Form</a></dt>
-<dt><a href="math_toolkit/special/ellint/ellint_1.html">Elliptic Integrals
+<dt><a href="math_toolkit/special/ellint/ellint_1.html"> Elliptic Integrals
 of the First Kind - Legendre Form</a></dt>
-<dt><a href="math_toolkit/special/ellint/ellint_2.html">Elliptic Integrals
+<dt><a href="math_toolkit/special/ellint/ellint_2.html"> Elliptic Integrals
 of the Second Kind - Legendre Form</a></dt>
-<dt><a href="math_toolkit/special/ellint/ellint_3.html">Elliptic Integrals
+<dt><a href="math_toolkit/special/ellint/ellint_3.html"> Elliptic Integrals
 of the Third Kind - Legendre Form</a></dt>
</dl></dd>
-<dt>Zeta Functions</dt>
-<dd><dl><dt>Riemann Zeta Function</dt></dl></dd>
-<dt>Exponential Integrals</dt>
-<dd><dl>
-<dt><a href="math_toolkit/special/expint/expint_n.html">Exponential Integral
- En</a></dt>
-<dt><a href="math_toolkit/special/expint/expint_i.html">Exponential Integral
- Ei</a></dt>
+<dt> Zeta Functions</dt>
+<dd><dl><dt> Riemann Zeta Function</dt></dl></dd>
+<dt> Exponential Integrals</dt>
+<dd><dl>
+<dt><a href="math_toolkit/special/expint/expint_n.html"> Exponential
+ Integral En</a></dt>
+<dt><a href="math_toolkit/special/expint/expint_i.html"> Exponential
+ Integral Ei</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/special/powers.html">Logs, Powers, Roots and
+<dt><a href="math_toolkit/special/powers.html"> Logs, Powers, Roots and
 Exponentials</a></dt>
<dd><dl>
-<dt>log1p</dt>
-<dt>expm1</dt>
-<dt>cbrt</dt>
-<dt>sqrt1pm1</dt>
-<dt>powm1</dt>
-<dt>hypot</dt>
-<dt><a href="math_toolkit/special/powers/ct_pow.html">Compile Time Power
+<dt> log1p</dt>
+<dt> expm1</dt>
+<dt> cbrt</dt>
+<dt> sqrt1pm1</dt>
+<dt> powm1</dt>
+<dt> hypot</dt>
+<dt><a href="math_toolkit/special/powers/ct_pow.html"> Compile Time Power
 of a Runtime Base</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/special/sinc.html">Sinus Cardinal and Hyperbolic
+<dt><a href="math_toolkit/special/sinc.html"> Sinus Cardinal and Hyperbolic
 Sinus Cardinal Functions</a></dt>
<dd><dl>
-<dt><a href="math_toolkit/special/sinc/sinc_overview.html">Sinus Cardinal
+<dt><a href="math_toolkit/special/sinc/sinc_overview.html"> Sinus Cardinal
 and Hyperbolic Sinus Cardinal Functions Overview</a></dt>
<dt>sinc_pi</dt>
<dt>sinhc_pi</dt>
</dl></dd>
-<dt>Inverse Hyperbolic Functions</dt>
+<dt> Inverse Hyperbolic Functions</dt>
<dd><dl>
-<dt><a href="math_toolkit/special/inv_hyper/inv_hyper_over.html">Inverse
+<dt><a href="math_toolkit/special/inv_hyper/inv_hyper_over.html"> Inverse
 Hyperbolic Functions Overview</a></dt>
-<dt>acosh</dt>
-<dt>asinh</dt>
-<dt>atanh</dt>
+<dt> acosh</dt>
+<dt> asinh</dt>
+<dt> atanh</dt>
</dl></dd>
</dl></dd>
-<dt>Floating Point Utilities</dt>
+<dt> Floating Point Utilities</dt>
<dd><dl>
-<dt><a href="math_toolkit/utils/rounding.html">Rounding Truncation and
+<dt><a href="math_toolkit/utils/rounding.html"> Rounding Truncation and
 Integer Conversion</a></dt>
<dd><dl>
-<dt>Rounding Functions</dt>
-<dt>Truncation Functions</dt>
-<dt><a href="math_toolkit/utils/rounding/modf.html">Integer and Fractional
+<dt> Rounding Functions</dt>
+<dt> Truncation Functions</dt>
+<dt><a href="math_toolkit/utils/rounding/modf.html"> Integer and Fractional
 Part Splitting (modf)</a></dt>
</dl></dd>
-<dt><a href="math_toolkit/utils/fpclass.html">Floating-Point Classification:
+<dt><a href="math_toolkit/utils/fpclass.html"> Floating-Point Classification:
 Infinities and NaN's</a></dt>
-<dt><a href="math_toolkit/utils/sign_functions.html">Sign Manipulation
+<dt><a href="math_toolkit/utils/sign_functions.html"> Sign Manipulation
 Functions</a></dt>
-<dt><a href="math_toolkit/utils/next_float.html">Floating-Point Representation
+<dt><a href="math_toolkit/utils/next_float.html"> Floating-Point Representation
 Distance (ULP), and Finding Adjacent Floating-Point Values</a></dt>
<dd><dl>
-<dt><a href="math_toolkit/utils/next_float/nextafter.html">Finding the
+<dt><a href="math_toolkit/utils/next_float/nextafter.html"> Finding the
 Next Representable Value in a Specific Direction (nextafter)</a></dt>
-<dt><a href="math_toolkit/utils/next_float/float_next.html">Finding the
- Next Greater Representable Value (float_next)</a></dt>
-<dt><a href="math_toolkit/utils/next_float/float_prior.html">Finding
+<dt><a href="math_toolkit/utils/next_float/float_next.html"> Finding
+ the Next Greater Representable Value (float_next)</a></dt>
+<dt><a href="math_toolkit/utils/next_float/float_prior.html"> Finding
 the Next Smaller Representable Value (float_prior)</a></dt>
-<dt><a href="math_toolkit/utils/next_float/float_distance.html">Calculating
+<dt><a href="math_toolkit/utils/next_float/float_distance.html"> Calculating
 the Representation Distance Between Two Floating Point Values (ULP) float_distance</a></dt>
-<dt><a href="math_toolkit/utils/next_float/float_advance.html">Advancing
+<dt><a href="math_toolkit/utils/next_float/float_advance.html"> Advancing
 a Floating Point Value by a Specific Representation Distance (ULP) float_advance</a></dt>
</dl></dd>
</dl></dd>
-<dt><a href="math_toolkit/extern_c.html">TR1 and C99 external "C"
+<dt><a href="math_toolkit/extern_c.html"> TR1 and C99 external "C"
 Functions</a></dt>
<dd><dl>
-<dt>C99 and TR1 C Functions Overview</dt>
-<dt>C99 C Functions</dt>
-<dt><a href="math_toolkit/extern_c/tr1_ref.html">TR1 C Functions Quick
+<dt> C99 and TR1 C Functions Overview</dt>
+<dt> C99 C Functions</dt>
+<dt><a href="math_toolkit/extern_c/tr1_ref.html"> TR1 C Functions Quick
 Reference</a></dt>
</dl></dd>
-<dt>Tools, Constants and Internal Details</dt>
+<dt> Tools, Constants and Internal Details</dt>
<dd><dl>
-<dt>Overview</dt>
-<dt><a href="math_toolkit/toolkit/internals1.html">Utilities - Constants
+<dt> Overview</dt>
+<dt><a href="math_toolkit/toolkit/internals1.html"> Utilities - Constants
 & Tools</a></dt>
<dd><dl>
-<dt><a href="math_toolkit/toolkit/internals1/constants.html">Numeric
+<dt><a href="math_toolkit/toolkit/internals1/constants.html"> Numeric
 Constants</a></dt>
-<dt><a href="math_toolkit/toolkit/internals1/series_evaluation.html">Series
- Evaluation</a></dt>
-<dt><a href="math_toolkit/toolkit/internals1/cf.html">Continued Fraction
+<dt><a href="math_toolkit/toolkit/internals1/series_evaluation.html">
+ Series Evaluation</a></dt>
+<dt><a href="math_toolkit/toolkit/internals1/cf.html"> Continued Fraction
 Evaluation</a></dt>
-<dt><a href="math_toolkit/toolkit/internals1/rational.html">Polynomial
+<dt><a href="math_toolkit/toolkit/internals1/rational.html"> Polynomial
 and Rational Function Evaluation</a></dt>
-<dt><a href="math_toolkit/toolkit/internals1/roots.html">Root Finding
+<dt><a href="math_toolkit/toolkit/internals1/roots.html"> Root Finding
 With Derivatives: Newton-Raphson, Halley & Schroeder</a></dt>
-<dt><a href="math_toolkit/toolkit/internals1/roots2.html">Root Finding
+<dt><a href="math_toolkit/toolkit/internals1/roots2.html"> Root Finding
 Without Derivatives: Bisection, Bracket and TOMS748</a></dt>
-<dt><a href="math_toolkit/toolkit/internals1/minima.html">Locating Function
+<dt><a href="math_toolkit/toolkit/internals1/minima.html"> Locating Function
 Minima: Brent's algorithm</a></dt>
-<dt>Tuples</dt>
+<dt> Tuples</dt>
</dl></dd>
-<dt>Testing and Development</dt>
+<dt> Testing and Development</dt>
<dd><dl>
-<dt>Polynomials</dt>
-<dt><a href="math_toolkit/toolkit/internals2/minimax.html">Minimax Approximations
+<dt> Polynomials</dt>
+<dt><a href="math_toolkit/toolkit/internals2/minimax.html"> Minimax Approximations
 and the Remez Algorithm</a></dt>
-<dt><a href="math_toolkit/toolkit/internals2/error_test.html">Relative
+<dt><a href="math_toolkit/toolkit/internals2/error_test.html"> Relative
 Error and Testing</a></dt>
-<dt><a href="math_toolkit/toolkit/internals2/test_data.html">Graphing,
+<dt><a href="math_toolkit/toolkit/internals2/test_data.html"> Graphing,
 Profiling, and Generating Test Data for Special Functions</a></dt>
</dl></dd>
</dl></dd>
-<dt><a href="math_toolkit/using_udt.html">Use with User-Defined Floating-Point
+<dt><a href="math_toolkit/using_udt.html"> Use with User-Defined Floating-Point
 Types</a></dt>
<dd><dl>
-<dt><a href="math_toolkit/using_udt/use_ntl.html">Using With NTL - a High-Precision
+<dt><a href="math_toolkit/using_udt/use_ntl.html"> Using With NTL - a High-Precision
 Floating-Point Library</a></dt>
-<dt><a href="math_toolkit/using_udt/use_mpfr.html">Using With MPFR / GMP
+<dt><a href="math_toolkit/using_udt/use_mpfr.html"> Using With MPFR / GMP
 - a High-Precision Floating-Point Library</a></dt>
-<dt><a href="math_toolkit/using_udt/concepts.html">Conceptual Requirements
+<dt><a href="math_toolkit/using_udt/concepts.html"> Conceptual Requirements
 for Real Number Types</a></dt>
-<dt><a href="math_toolkit/using_udt/dist_concept.html">Conceptual Requirements
+<dt><a href="math_toolkit/using_udt/dist_concept.html"> Conceptual Requirements
 for Distribution Types</a></dt>
-<dt><a href="math_toolkit/using_udt/archetypes.html">Conceptual Archetypes
+<dt><a href="math_toolkit/using_udt/archetypes.html"> Conceptual Archetypes
 for Reals and Distributions</a></dt>
</dl></dd>
-<dt>Policies</dt>
+<dt> Policies</dt>
<dd><dl>
-<dt>Policy Overview</dt>
-<dt>Policy Tutorial</dt>
+<dt> Policy Overview</dt>
+<dt> Policy Tutorial</dt>
<dd><dl>
-<dt><a href="math_toolkit/policy/pol_tutorial/what_is_a_policy.html">So
- Just What is a Policy Anyway?</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/policy_tut_defaults.html">Policies
- Have Sensible Defaults</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/policy_usage.html">So How
- are Policies Used Anyway?</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/changing_policy_defaults.html">Changing
- the Policy Defaults</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html">Setting
- Policies for Distributions on an Ad Hoc Basis</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html">Changing
- the Policy on an Ad Hoc Basis for the Special Functions</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/namespace_policies.html">Setting
- Policies at Namespace or Translation Unit Scope</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/user_def_err_pol.html">Calling
- User Defined Error Handlers</a></dt>
-<dt><a href="math_toolkit/policy/pol_tutorial/understand_dis_quant.html">Understanding
- Quantiles of Discrete Distributions</a></dt>
-</dl></dd>
-<dt>Policy Reference</dt>
-<dd><dl>
-<dt><a href="math_toolkit/policy/pol_ref/error_handling_policies.html">Error
- Handling Policies</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/internal_promotion.html">Internal
+<dt><a href="math_toolkit/policy/pol_tutorial/what_is_a_policy.html">
+ So Just What is a Policy Anyway?</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/policy_tut_defaults.html">
+ Policies Have Sensible Defaults</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/policy_usage.html"> So
+ How are Policies Used Anyway?</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/changing_policy_defaults.html">
+ Changing the Policy Defaults</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html">
+ Setting Policies for Distributions on an Ad Hoc Basis</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html">
+ Changing the Policy on an Ad Hoc Basis for the Special Functions</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/namespace_policies.html">
+ Setting Policies at Namespace or Translation Unit Scope</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/user_def_err_pol.html">
+ Calling User Defined Error Handlers</a></dt>
+<dt><a href="math_toolkit/policy/pol_tutorial/understand_dis_quant.html">
+ Understanding Quantiles of Discrete Distributions</a></dt>
+</dl></dd>
+<dt> Policy Reference</dt>
+<dd><dl>
+<dt><a href="math_toolkit/policy/pol_ref/error_handling_policies.html">
+ Error Handling Policies</a></dt>
+<dt><a href="math_toolkit/policy/pol_ref/internal_promotion.html"> Internal
 Floating-point Promotion Policies</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/assert_undefined.html">Mathematically
+<dt><a href="math_toolkit/policy/pol_ref/assert_undefined.html"> Mathematically
 Undefined Function Policies</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/discrete_quant_ref.html">Discrete
+<dt><a href="math_toolkit/policy/pol_ref/discrete_quant_ref.html"> Discrete
 Quantile Policies</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/precision_pol.html">Precision
+<dt><a href="math_toolkit/policy/pol_ref/precision_pol.html"> Precision
 Policies</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/iteration_pol.html">Iteration
+<dt><a href="math_toolkit/policy/pol_ref/iteration_pol.html"> Iteration
 Limits Policies</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/policy_defaults.html">Using
+<dt><a href="math_toolkit/policy/pol_ref/policy_defaults.html"> Using
 Macros to Change the Policy Defaults</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/namespace_pol.html">Setting
+<dt><a href="math_toolkit/policy/pol_ref/namespace_pol.html"> Setting
 Polices at Namespace Scope</a></dt>
-<dt><a href="math_toolkit/policy/pol_ref/pol_ref_ref.html">Policy Class
+<dt><a href="math_toolkit/policy/pol_ref/pol_ref_ref.html"> Policy Class
 Reference</a></dt>
</dl></dd>
</dl></dd>
-<dt>Performance</dt>
+<dt> Performance</dt>
<dd><dl>
-<dt>Performance Overview</dt>
-<dt>Interpreting these Results</dt>
-<dt><a href="math_toolkit/perf/getting_best.html">Getting the Best Performance
+<dt> Performance Overview</dt>
+<dt> Interpreting these Results</dt>
+<dt><a href="math_toolkit/perf/getting_best.html"> Getting the Best Performance
 from this Library</a></dt>
-<dt>Comparing Compilers</dt>
-<dt>Performance Tuning Macros</dt>
-<dt><a href="math_toolkit/perf/comparisons.html">Comparisons to Other Open
- Source Libraries</a></dt>
-<dt><a href="math_toolkit/perf/perf_test_app.html">The Performance Test
+<dt> Comparing Compilers</dt>
+<dt> Performance Tuning Macros</dt>
+<dt><a href="math_toolkit/perf/comparisons.html"> Comparisons to Other
+ Open Source Libraries</a></dt>
+<dt><a href="math_toolkit/perf/perf_test_app.html"> The Performance Test
 Application</a></dt>
</dl></dd>
-<dt>Backgrounders</dt>
+<dt> Backgrounders</dt>
<dd><dl>
-<dt><a href="math_toolkit/backgrounders/implementation.html">Additional
+<dt><a href="math_toolkit/backgrounders/implementation.html"> Additional
 Implementation Notes</a></dt>
-<dt>Relative Error</dt>
-<dt>The Lanczos Approximation</dt>
-<dt>The Remez Method</dt>
-<dt>References</dt>
-</dl></dd>
-<dt>Library Status</dt>
-<dd><dl>
-<dt>History and What's New</dt>
-<dt>Known Issues, and TODO List</dt>
-<dt>Credits and Acknowledgements</dt>
+<dt><a href="math_toolkit/backgrounders/relative_error.html"> Relative
+ Error</a></dt>
+<dt> The Lanczos Approximation</dt>
+<dt> The Remez Method</dt>
+<dt> References</dt>
+</dl></dd>
+<dt> Library Status</dt>
+<dd><dl>
+<dt> History and What's New</dt>
+<dt> Known Issues, and TODO List</dt>
+<dt> Credits and Acknowledgements</dt>
</dl></dd>
</dl>
</div>

+ 
+
 This manual is also available in <a href="http://svn.boost.org/svn/boost/sandbox/pdf/math/release/math.pdf" target="_top">printer
 friendly PDF format</a>, and as a CD ISBN 0-9504833-2-X 978-0-9504833-2-0,
 Classification 519.2-dc22.
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
-<td align="left">Last revised: December 14, 2010 at 16:47:10 GMT</td>
+<td align="left">Last revised: December 14, 2010 at 19:14:57 GMT</td>
<td align="right"><div class="copyright-footer"></div></td>
</tr></table>
<hr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,16 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.backgrounders"></a><a class="link" href="backgrounders.html" title="Backgrounders">Backgrounders</a>
+<a name="math_toolkit.backgrounders"></a><a class="link" href="backgrounders.html" title="Backgrounders"> Backgrounders</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt><a href="backgrounders/implementation.html">Additional
+<dt><a href="backgrounders/implementation.html"> Additional
Implementation Notes</a></dt>
-<dt>Relative Error</dt>
-<dt>The Lanczos Approximation</dt>
-<dt>The Remez Method</dt>
-<dt>References</dt>
+<dt><a href="backgrounders/relative_error.html"> Relative
+ Error</a></dt>
+<dt> The Lanczos Approximation</dt>
+<dt> The Remez Method</dt>
+<dt> References</dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.implementation"></a><a class="link" href="implementation.html" title="Additional Implementation Notes">Additional
+<a name="math_toolkit.backgrounders.implementation"></a><a class="link" href="implementation.html" title="Additional Implementation Notes"> Additional
 Implementation Notes</a>
</h3></div></div></div>

@@ -33,7 +33,7 @@
 and reflect more the general implementation philosophy used.
 
<a name="math_toolkit.backgrounders.implementation.implemention_philosophy"></a><h5>
-<a name="id1273460"></a>
+<a name="id1379887"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.implemention_philosophy">Implemention
 philosophy</a>
 </h5>
@@ -85,7 +85,7 @@
 These could still provide sufficient accuracy for some speed-critical applications.
 
<a name="math_toolkit.backgrounders.implementation.accuracy_and_representation_of_test_values"></a><h5>
-<a name="id1273523"></a>
+<a name="id1379951"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.accuracy_and_representation_of_test_values">Accuracy
 and Representation of Test Values</a>
 </h5>
@@ -130,7 +130,7 @@
 binary value).
 
<a name="math_toolkit.backgrounders.implementation.tolerance_of_tests"></a><h5>
-<a name="id1273667"></a>
+<a name="id1380128"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.tolerance_of_tests">Tolerance
 of Tests</a>
 </h5>
@@ -156,7 +156,7 @@
 first that the suffix L is present, and then that the tolerance is big enough.
 
<a name="math_toolkit.backgrounders.implementation.handling_unsuitable_arguments"></a><h5>
-<a name="id1273712"></a>
+<a name="id1380172"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.handling_unsuitable_arguments">Handling
 Unsuitable Arguments</a>
 </h5>
@@ -224,7 +224,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.backgrounders.implementation.handling_of_functions_that_are_not_mathematically_defined"></a><h5>
-<a name="id1273841"></a>
+<a name="id1380302"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.handling_of_functions_that_are_not_mathematically_defined">Handling
 of Functions that are Not Mathematically defined</a>
 </h5>
@@ -258,7 +258,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.backgrounders.implementation.median_of_distributions"></a><h5>
-<a name="id1273927"></a>
+<a name="id1380387"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.median_of_distributions">Median
 of distributions</a>
 </h5>
@@ -293,7 +293,7 @@
 Basic Statistics.</a> give more detail, in particular for discrete distributions.
 
<a name="math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity"></a><h5>
-<a name="id1274045"></a>
+<a name="id1380506"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity">Handling
 of Floating-Point Infinity</a>
 </h5>
@@ -337,7 +337,7 @@
 handling policies</a>.
 
<a name="math_toolkit.backgrounders.implementation.scale__shape_and_location"></a><h5>
-<a name="id1274132"></a>
+<a name="id1380592"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.scale__shape_and_location">Scale,
 Shape and Location</a>
 </h5>
@@ -364,7 +364,7 @@
 functions, they can be added if required.
 
<a name="math_toolkit.backgrounders.implementation.notes_on_implementation_of_specific_functions__amp__distributions"></a><h5>
-<a name="id1274467"></a>
+<a name="id1380927"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.notes_on_implementation_of_specific_functions__amp__distributions">Notes
 on Implementation of Specific Functions & Distributions</a>
 </h5>
@@ -376,7 +376,7 @@
 lower = -1, mode = 0 and upper = 1 would be more suitable.
 </li></ul></div>
<a name="math_toolkit.backgrounders.implementation.rational_approximations_used"></a><h5>
-<a name="id1274491"></a>
+<a name="id1380951"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.rational_approximations_used">Rational
 Approximations Used</a>
 </h5>
@@ -419,7 +419,7 @@
 to the "true" minimax solution.
 
<a name="math_toolkit.backgrounders.implementation.representation_of_mathematical_constants"></a><h5>
-<a name="id1274535"></a>
+<a name="id1380996"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.representation_of_mathematical_constants">Representation
 of Mathematical Constants</a>
 </h5>
@@ -480,7 +480,7 @@
double p = boost::math::constants::pi(); // Context does not allow for disambiguation of overloaded function
</pre>
<a name="math_toolkit.backgrounders.implementation.thread_safety"></a><h5>
-<a name="id1274921"></a>
+<a name="id1381382"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.thread_safety">Thread
 safety</a>
 </h5>
@@ -505,7 +505,7 @@
 the right thing here at some point.
 
<a name="math_toolkit.backgrounders.implementation.sources_of_test_data"></a><h5>
-<a name="id1274957"></a>
+<a name="id1381418"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.sources_of_test_data">Sources
 of Test Data</a>
 </h5>
@@ -546,7 +546,7 @@
 the underlying special function is known to be difficult to implement.
 
<a name="math_toolkit.backgrounders.implementation.creating_and_managing_the_equations"></a><h5>
-<a name="id1275026"></a>
+<a name="id1381486"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.creating_and_managing_the_equations">Creating
 and Managing the Equations</a>
 </h5>
@@ -648,8 +648,8 @@
<pre class="programlisting">
</pre>

- is provided in the xep.xml downloaded, but the Windows TrueType fonts are
- commented out.
+  is provided
+ in the xep.xml downloaded, but the Windows TrueType fonts are commented out.
 

 JM's XEP config file \xep\xep.xml has the following font configuration section
@@ -731,7 +731,7 @@
 HTML: this needs further investigation.
 
<a name="math_toolkit.backgrounders.implementation.producing_graphs"></a><h5>
-<a name="id1277263"></a>
+<a name="id1381743"></a>
 <a class="link" href="implementation.html#math_toolkit.backgrounders.implementation.producing_graphs">Producing
 Graphs</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.lanczos"></a><a class="link" href="lanczos.html" title="The Lanczos Approximation">The Lanczos Approximation</a>
+<a name="math_toolkit.backgrounders.lanczos"></a><a class="link" href="lanczos.html" title="The Lanczos Approximation"> The Lanczos Approximation</a>
</h3></div></div></div>
<a name="math_toolkit.backgrounders.lanczos.motivation"></a><h5>
-<a name="id1277592"></a>
+<a name="id1382076"></a>
 <a class="link" href="lanczos.html#math_toolkit.backgrounders.lanczos.motivation">Motivation</a>
 </h5>

@@ -99,7 +99,7 @@
 functions divided by large powers into single (simpler) expressions.
 
<a name="math_toolkit.backgrounders.lanczos.the_approximation"></a><h5>
-<a name="id1277850"></a>
+<a name="id1383616"></a>
 <a class="link" href="lanczos.html#math_toolkit.backgrounders.lanczos.the_approximation">The
 Approximation</a>
 </h5>
@@ -161,7 +161,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.backgrounders.lanczos.computing_the_coefficients"></a><h5>
-<a name="id1278042"></a>
+<a name="id1383808"></a>
 <a class="link" href="lanczos.html#math_toolkit.backgrounders.lanczos.computing_the_coefficients">Computing
 the Coefficients</a>
 </h5>
@@ -205,7 +205,7 @@
 multiplied by F as the last step.
 
<a name="math_toolkit.backgrounders.lanczos.choosing_the_right_parameters"></a><h5>
-<a name="id1278199"></a>
+<a name="id1383965"></a>
 <a class="link" href="lanczos.html#math_toolkit.backgrounders.lanczos.choosing_the_right_parameters">Choosing
 the Right Parameters</a>
 </h5>
@@ -535,7 +535,7 @@
 is exact, and so isn't used for the gamma function.
 
<a name="math_toolkit.backgrounders.lanczos.references"></a><h5>
-<a name="id1278738"></a>
+<a name="id1384504"></a>
 <a class="link" href="lanczos.html#math_toolkit.backgrounders.lanczos.references">References</a>
 </h5>
<a name="godfrey"></a><a name="pugh"></a><div class="orderedlist"><ol type="1">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.refs"></a><a class="link" href="refs.html" title="References">References</a>
+<a name="math_toolkit.backgrounders.refs"></a><a class="link" href="refs.html" title="References"> References</a>
</h3></div></div></div>
<a name="math_toolkit.backgrounders.refs.general_references"></a><h5>
-<a name="id1279972"></a>
+<a name="id1385428"></a>
 <a class="link" href="refs.html#math_toolkit.backgrounders.refs.general_references">General
 references</a>
 </h5>
@@ -85,7 +85,7 @@
 Library (version 2), Walter E. Brown</a>
 
<a name="math_toolkit.backgrounders.refs.calculators"></a><h5>
-<a name="id1280059"></a>
+<a name="id1385516"></a>
 <a class="link" href="refs.html#math_toolkit.backgrounders.refs.calculators">Calculators</a>
 </h5>

@@ -107,7 +107,7 @@
 Binomial Probability Distribution Calculator.
 
<a name="math_toolkit.backgrounders.refs.other_libraries"></a><h5>
-<a name="id1280105"></a>
+<a name="id1385561"></a>
 <a class="link" href="refs.html#math_toolkit.backgrounders.refs.other_libraries">Other Libraries</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.relative_error"></a><a class="link" href="relative_error.html" title="Relative Error">Relative Error</a>
+<a name="math_toolkit.backgrounders.relative_error"></a><a class="link" href="relative_error.html" title="Relative Error"> Relative
+ Error</a>
</h3></div></div></div>

 Given an actual value a and a found value v
@@ -77,8 +78,10 @@
 errors differ by a factor of 2, can actually be accurate to the same number
 of binary digits. You have been warned!
 
-<a name="zero_error"></a><a name="math_toolkit.backgrounders.relative_error.the_impossibility_of_zero_error"></a><h5>
-<a name="id1277549"></a>
+<a name="zero_error"></a>
+ 
+<a name="math_toolkit.backgrounders.relative_error.the_impossibility_of_zero_error"></a><h5>
+<a name="id1382032"></a>
 <a class="link" href="relative_error.html#math_toolkit.backgrounders.relative_error.the_impossibility_of_zero_error">The
 Impossibility of Zero Error</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.remez"></a><a class="link" href="remez.html" title="The Remez Method">The Remez Method</a>
+<a name="math_toolkit.backgrounders.remez"></a><a class="link" href="remez.html" title="The Remez Method"> The Remez Method</a>
</h3></div></div></div>

 The Remez algorithm
@@ -94,7 +94,7 @@
 are located!
 
<a name="math_toolkit.backgrounders.remez.the_remez_method"></a><h5>
-<a name="id1278923"></a>
+<a name="id1384689"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.the_remez_method">The Remez
 Method</a>
 </h5>
@@ -174,7 +174,7 @@
</td></tr>
</table></div>
<a name="math_toolkit.backgrounders.remez.remez_step_1"></a><h5>
-<a name="id1279074"></a>
+<a name="id1384840"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.remez_step_1">Remez Step
 1</a>
 </h5>
@@ -205,7 +205,7 @@
 to 5.6x10-4.
 
<a name="math_toolkit.backgrounders.remez.remez_step_2"></a><h5>
-<a name="id1279148"></a>
+<a name="id1384914"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.remez_step_2">Remez Step
 2</a>
 </h5>
@@ -234,7 +234,7 @@
 In our example we perform multi-point exchange.
 
<a name="math_toolkit.backgrounders.remez.iteration"></a><h5>
-<a name="id1279181"></a>
+<a name="id1384947"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.iteration">Iteration</a>
 </h5>

@@ -250,7 +250,7 @@
 <img src="../../../graphs/remez-4.png" alt="remez-4">
 
<a name="math_toolkit.backgrounders.remez.rational_approximations"></a><h5>
-<a name="id1279225"></a>
+<a name="id1384991"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.rational_approximations">Rational
 Approximations</a>
 </h5>
@@ -299,7 +299,7 @@
 number of terms overall.
 
<a name="math_toolkit.backgrounders.remez.practical_considerations"></a><h5>
-<a name="id1279304"></a>
+<a name="id1385070"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.practical_considerations">Practical
 Considerations</a>
 </h5>
@@ -407,7 +407,7 @@
 desired minimax solution (5x10-4).
 
<a name="math_toolkit.backgrounders.remez.remez_method_checklist"></a><h5>
-<a name="id1279770"></a>
+<a name="id1385226"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.remez_method_checklist">Remez
 Method Checklist</a>
 </h5>
@@ -461,7 +461,7 @@
 </li>
</ul></div>
<a name="math_toolkit.backgrounders.remez.references"></a><h5>
-<a name="id1279852"></a>
+<a name="id1385308"></a>
 <a class="link" href="remez.html#math_toolkit.backgrounders.remez.references">References</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,183 +24,186 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.dist"></a><a class="link" href="dist.html" title="Statistical Distributions and Functions">Statistical Distributions and Functions</a>
+<a name="math_toolkit.dist"></a><a class="link" href="dist.html" title="Statistical Distributions and Functions"> Statistical Distributions and Functions</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt><a href="dist/stat_tut.html">Statistical Distributions
+<dt><a href="dist/stat_tut.html"> Statistical Distributions
 Tutorial</a></dt>
<dd><dl>
-<dt>Overview of Distributions</dt>
+<dt> Overview of Distributions</dt>
<dd><dl>
-<dt><a href="dist/stat_tut/overview/headers.html">Headers
+<dt><a href="dist/stat_tut/overview/headers.html"> Headers
 and Namespaces</a></dt>
-<dt><a href="dist/stat_tut/overview/objects.html">Distributions
+<dt><a href="dist/stat_tut/overview/objects.html"> Distributions
 are Objects</a></dt>
-<dt><a href="dist/stat_tut/overview/generic.html">Generic
+<dt><a href="dist/stat_tut/overview/generic.html"> Generic
 operations common to all distributions are non-member functions</a></dt>
-<dt><a href="dist/stat_tut/overview/complements.html">Complements
- are supported too - and when to use them</a></dt>
-<dt><a href="dist/stat_tut/overview/parameters.html">Parameters
- can be calculated</a></dt>
-<dt>Summary</dt>
-</dl></dd>
-<dt>Worked Examples</dt>
-<dd><dl>
-<dt><a href="dist/stat_tut/weg/dist_construct_eg.html">Distribution
- Construction Example</a></dt>
-<dt><a href="dist/stat_tut/weg/st_eg.html">Student's t
- Distribution Examples</a></dt>
-<dd><dl>
-<dt><a href="dist/stat_tut/weg/st_eg/tut_mean_intervals.html">Calculating
- confidence intervals on the mean with the Students-t distribution</a></dt>
-<dt><a href="dist/stat_tut/weg/st_eg/tut_mean_test.html">Testing
- a sample mean for difference from a "true" mean</a></dt>
-<dt><a href="dist/stat_tut/weg/st_eg/tut_mean_size.html">Estimating
- how large a sample size would have to become in order to give a significant
- Students-t test result with a single sample test</a></dt>
-<dt><a href="dist/stat_tut/weg/st_eg/two_sample_students_t.html">Comparing
- the means of two samples with the Students-t test</a></dt>
-<dt><a href="dist/stat_tut/weg/st_eg/paired_st.html">Comparing
- two paired samples with the Student's t distribution</a></dt>
+<dt><a href="dist/stat_tut/overview/complements.html">
+ Complements are supported too - and when to use them</a></dt>
+<dt><a href="dist/stat_tut/overview/parameters.html">
+ Parameters can be calculated</a></dt>
+<dt> Summary</dt>
+</dl></dd>
+<dt> Worked Examples</dt>
+<dd><dl>
+<dt><a href="dist/stat_tut/weg/dist_construct_eg.html">
+ Distribution Construction Example</a></dt>
+<dt><a href="dist/stat_tut/weg/st_eg.html"> Student's
+ t Distribution Examples</a></dt>
+<dd><dl>
+<dt><a href="dist/stat_tut/weg/st_eg/tut_mean_intervals.html">
+ Calculating confidence intervals on the mean with the Students-t distribution</a></dt>
+<dt><a href="dist/stat_tut/weg/st_eg/tut_mean_test.html">
+ Testing a sample mean for difference from a "true" mean</a></dt>
+<dt><a href="dist/stat_tut/weg/st_eg/tut_mean_size.html">
+ Estimating how large a sample size would have to become in order to give
+ a significant Students-t test result with a single sample test</a></dt>
+<dt><a href="dist/stat_tut/weg/st_eg/two_sample_students_t.html">
+ Comparing the means of two samples with the Students-t test</a></dt>
+<dt><a href="dist/stat_tut/weg/st_eg/paired_st.html">
+ Comparing two paired samples with the Student's t distribution</a></dt>
</dl></dd>
-<dt><a href="dist/stat_tut/weg/cs_eg.html">Chi Squared
+<dt><a href="dist/stat_tut/weg/cs_eg.html"> Chi Squared
 Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="dist/stat_tut/weg/cs_eg/chi_sq_intervals.html">Confidence
- Intervals on the Standard Deviation</a></dt>
-<dt><a href="dist/stat_tut/weg/cs_eg/chi_sq_test.html">Chi-Square
- Test for the Standard Deviation</a></dt>
-<dt><a href="dist/stat_tut/weg/cs_eg/chi_sq_size.html">Estimating
- the Required Sample Sizes for a Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="dist/stat_tut/weg/cs_eg/chi_sq_intervals.html">
+ Confidence Intervals on the Standard Deviation</a></dt>
+<dt><a href="dist/stat_tut/weg/cs_eg/chi_sq_test.html">
+ Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="dist/stat_tut/weg/cs_eg/chi_sq_size.html">
+ Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
+ Deviation</a></dt>
</dl></dd>
-<dt><a href="dist/stat_tut/weg/f_eg.html">F Distribution
+<dt><a href="dist/stat_tut/weg/f_eg.html"> F Distribution
 Examples</a></dt>
-<dt><a href="dist/stat_tut/weg/binom_eg.html">Binomial
+<dt><a href="dist/stat_tut/weg/binom_eg.html"> Binomial
 Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html">Binomial
- Coin-Flipping Example</a></dt>
-<dt><a href="dist/stat_tut/weg/binom_eg/binomial_quiz_example.html">Binomial
- Quiz Example</a></dt>
-<dt><a href="dist/stat_tut/weg/binom_eg/binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for a Binomial Distribution</a></dt>
-<dt><a href="dist/stat_tut/weg/binom_eg/binom_size_eg.html">Estimating
- Sample Sizes for a Binomial Distribution.</a></dt>
+<dt><a href="dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html">
+ Binomial Coin-Flipping Example</a></dt>
+<dt><a href="dist/stat_tut/weg/binom_eg/binomial_quiz_example.html">
+ Binomial Quiz Example</a></dt>
+<dt><a href="dist/stat_tut/weg/binom_eg/binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
+ Distribution</a></dt>
+<dt><a href="dist/stat_tut/weg/binom_eg/binom_size_eg.html">
+ Estimating Sample Sizes for a Binomial Distribution.</a></dt>
</dl></dd>
-<dt><a href="dist/stat_tut/weg/geometric_eg.html">Geometric
+<dt><a href="dist/stat_tut/weg/geometric_eg.html"> Geometric
 Distribution Examples</a></dt>
-<dt><a href="dist/stat_tut/weg/neg_binom_eg.html">Negative
+<dt><a href="dist/stat_tut/weg/neg_binom_eg.html"> Negative
 Binomial Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for the Negative Binomial
- Distribution</a></dt>
-<dt><a href="dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html">Estimating
- Sample Sizes for the Negative Binomial.</a></dt>
-<dt><a href="dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html">Negative
- Binomial Sales Quota Example.</a></dt>
-<dt><a href="dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html">Negative
- Binomial Table Printing Example.</a></dt>
+<dt><a href="dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for the
+ Negative Binomial Distribution</a></dt>
+<dt><a href="dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html">
+ Estimating Sample Sizes for the Negative Binomial.</a></dt>
+<dt><a href="dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html">
+ Negative Binomial Sales Quota Example.</a></dt>
+<dt><a href="dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html">
+ Negative Binomial Table Printing Example.</a></dt>
</dl></dd>
-<dt><a href="dist/stat_tut/weg/normal_example.html">Normal
+<dt><a href="dist/stat_tut/weg/normal_example.html"> Normal
 Distribution Examples</a></dt>
-<dd><dl><dt><a href="dist/stat_tut/weg/normal_example/normal_misc.html">Some
- Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></dd>
-<dt><a href="dist/stat_tut/weg/nccs_eg.html">Non Central
+<dd><dl><dt><a href="dist/stat_tut/weg/normal_example/normal_misc.html">
+ Some Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></dd>
+<dt><a href="dist/stat_tut/weg/nccs_eg.html"> Non Central
 Chi Squared Example</a></dt>
-<dd><dl><dt><a href="dist/stat_tut/weg/nccs_eg/nccs_power_eg.html">Tables
- of the power function of the χ2 test.</a></dt></dl></dd>
-<dt><a href="dist/stat_tut/weg/error_eg.html">Error Handling
+<dd><dl><dt><a href="dist/stat_tut/weg/nccs_eg/nccs_power_eg.html">
+ Tables of the power function of the χ2 test.</a></dt></dl></dd>
+<dt><a href="dist/stat_tut/weg/error_eg.html"> Error Handling
 Example</a></dt>
-<dt><a href="dist/stat_tut/weg/find_eg.html">Find Location
+<dt><a href="dist/stat_tut/weg/find_eg.html"> Find Location
 and Scale Examples</a></dt>
<dd><dl>
-<dt><a href="dist/stat_tut/weg/find_eg/find_location_eg.html">Find
- Location (Mean) Example</a></dt>
-<dt><a href="dist/stat_tut/weg/find_eg/find_scale_eg.html">Find
- Scale (Standard Deviation) Example</a></dt>
-<dt><a href="dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html">Find
- mean and standard deviation example</a></dt>
+<dt><a href="dist/stat_tut/weg/find_eg/find_location_eg.html">
+ Find Location (Mean) Example</a></dt>
+<dt><a href="dist/stat_tut/weg/find_eg/find_scale_eg.html">
+ Find Scale (Standard Deviation) Example</a></dt>
+<dt><a href="dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html">
+ Find mean and standard deviation example</a></dt>
</dl></dd>
-<dt><a href="dist/stat_tut/weg/nag_library.html">Comparison
+<dt><a href="dist/stat_tut/weg/nag_library.html"> Comparison
 with C, R, FORTRAN-style Free Functions</a></dt>
-<dt><a href="dist/stat_tut/weg/c_sharp.html">Using the
+<dt><a href="dist/stat_tut/weg/c_sharp.html"> Using the
 Distributions from Within C#</a></dt>
</dl></dd>
-<dt><a href="dist/stat_tut/variates.html">Random Variates
+<dt><a href="dist/stat_tut/variates.html"> Random Variates
 and Distribution Parameters</a></dt>
-<dt><a href="dist/stat_tut/dist_params.html">Discrete Probability
+<dt><a href="dist/stat_tut/dist_params.html"> Discrete Probability
 Distributions</a></dt>
</dl></dd>
-<dt><a href="dist/dist_ref.html">Statistical Distributions
+<dt><a href="dist/dist_ref.html"> Statistical Distributions
 Reference</a></dt>
<dd><dl>
-<dt>Non-Member Properties</dt>
-<dt>Distributions</dt>
+<dt> Non-Member Properties</dt>
+<dt> Distributions</dt>
<dd><dl>
-<dt><a href="dist/dist_ref/dists/bernoulli_dist.html">Bernoulli
- Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/beta_dist.html">Beta
- Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/binomial_dist.html">Binomial
+<dt><a href="dist/dist_ref/dists/bernoulli_dist.html">
+ Bernoulli Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/beta_dist.html"> Beta
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/cauchy_dist.html">Cauchy-Lorentz
+<dt><a href="dist/dist_ref/dists/binomial_dist.html">
+ Binomial Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/cauchy_dist.html"> Cauchy-Lorentz
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/chi_squared_dist.html">Chi
- Squared Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/exp_dist.html">Exponential
+<dt><a href="dist/dist_ref/dists/chi_squared_dist.html">
+ Chi Squared Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/exp_dist.html"> Exponential
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/extreme_dist.html">Extreme
+<dt><a href="dist/dist_ref/dists/extreme_dist.html"> Extreme
 Value Distribution</a></dt>
-<dt>F Distribution</dt>
-<dt><a href="dist/dist_ref/dists/gamma_dist.html">Gamma
+<dt> F Distribution</dt>
+<dt><a href="dist/dist_ref/dists/gamma_dist.html"> Gamma
 (and Erlang) Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/geometric_dist.html">Geometric
- Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/hypergeometric_dist.html">Hypergeometric
- Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/inverse_chi_squared_dist.html">Inverse
- Chi Squared Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/inverse_gamma_dist.html">Inverse
- Gamma Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/inverse_gaussian_dist.html">Inverse
- Gaussian (or Inverse Normal) Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/laplace_dist.html">Laplace
- Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/logistic_dist.html">Logistic
- Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/lognormal_dist.html">Log
- Normal Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/negative_binomial_dist.html">Negative
- Binomial Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/nc_beta_dist.html">Noncentral
+<dt><a href="dist/dist_ref/dists/geometric_dist.html">
+ Geometric Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/hypergeometric_dist.html">
+ Hypergeometric Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/inverse_chi_squared_dist.html">
+ Inverse Chi Squared Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/inverse_gamma_dist.html">
+ Inverse Gamma Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/inverse_gaussian_dist.html">
+ Inverse Gaussian (or Inverse Normal) Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/laplace_dist.html"> Laplace
+ Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/logistic_dist.html">
+ Logistic Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/lognormal_dist.html">
+ Log Normal Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/negative_binomial_dist.html">
+ Negative Binomial Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/nc_beta_dist.html"> Noncentral
 Beta Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/nc_chi_squared_dist.html">Noncentral
- Chi-Squared Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/nc_f_dist.html">Noncentral
+<dt><a href="dist/dist_ref/dists/nc_chi_squared_dist.html">
+ Noncentral Chi-Squared Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/nc_f_dist.html"> Noncentral
 F Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/nc_t_dist.html">Noncentral
+<dt><a href="dist/dist_ref/dists/nc_t_dist.html"> Noncentral
 T Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/normal_dist.html">Normal
+<dt><a href="dist/dist_ref/dists/normal_dist.html"> Normal
 (Gaussian) Distribution</a></dt>
-<dt>Pareto Distribution</dt>
-<dt><a href="dist/dist_ref/dists/poisson_dist.html">Poisson
+<dt><a href="dist/dist_ref/dists/pareto.html"> Pareto
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/rayleigh.html">Rayleigh
+<dt><a href="dist/dist_ref/dists/poisson_dist.html"> Poisson
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/students_t_dist.html">Students
- t Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/triangular_dist.html">Triangular
+<dt><a href="dist/dist_ref/dists/rayleigh.html"> Rayleigh
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/uniform_dist.html">Uniform
+<dt><a href="dist/dist_ref/dists/students_t_dist.html">
+ Students t Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/triangular_dist.html">
+ Triangular Distribution</a></dt>
+<dt><a href="dist/dist_ref/dists/uniform_dist.html"> Uniform
 Distribution</a></dt>
-<dt><a href="dist/dist_ref/dists/weibull_dist.html">Weibull
+<dt><a href="dist/dist_ref/dists/weibull_dist.html"> Weibull
 Distribution</a></dt>
</dl></dd>
-<dt><a href="dist/dist_ref/dist_algorithms.html">Distribution
+<dt><a href="dist/dist_ref/dist_algorithms.html"> Distribution
 Algorithms</a></dt>
</dl></dd>
-<dt>Extras/Future Directions</dt>
+<dt> Extras/Future Directions</dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,73 +24,74 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.dist.dist_ref"></a><a class="link" href="dist_ref.html" title="Statistical Distributions Reference">Statistical Distributions
+<a name="math_toolkit.dist.dist_ref"></a><a class="link" href="dist_ref.html" title="Statistical Distributions Reference"> Statistical Distributions
 Reference</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Non-Member Properties</dt>
-<dt>Distributions</dt>
+<dt> Non-Member Properties</dt>
+<dt> Distributions</dt>
<dd><dl>
-<dt><a href="dist_ref/dists/bernoulli_dist.html">Bernoulli
+<dt><a href="dist_ref/dists/bernoulli_dist.html">
+ Bernoulli Distribution</a></dt>
+<dt><a href="dist_ref/dists/beta_dist.html"> Beta
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/beta_dist.html">Beta
- Distribution</a></dt>
-<dt><a href="dist_ref/dists/binomial_dist.html">Binomial
- Distribution</a></dt>
-<dt><a href="dist_ref/dists/cauchy_dist.html">Cauchy-Lorentz
+<dt><a href="dist_ref/dists/binomial_dist.html">
+ Binomial Distribution</a></dt>
+<dt><a href="dist_ref/dists/cauchy_dist.html"> Cauchy-Lorentz
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/chi_squared_dist.html">Chi
- Squared Distribution</a></dt>
-<dt><a href="dist_ref/dists/exp_dist.html">Exponential
+<dt><a href="dist_ref/dists/chi_squared_dist.html">
+ Chi Squared Distribution</a></dt>
+<dt><a href="dist_ref/dists/exp_dist.html"> Exponential
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/extreme_dist.html">Extreme
+<dt><a href="dist_ref/dists/extreme_dist.html"> Extreme
 Value Distribution</a></dt>
-<dt>F Distribution</dt>
-<dt><a href="dist_ref/dists/gamma_dist.html">Gamma
+<dt> F Distribution</dt>
+<dt><a href="dist_ref/dists/gamma_dist.html"> Gamma
 (and Erlang) Distribution</a></dt>
-<dt><a href="dist_ref/dists/geometric_dist.html">Geometric
- Distribution</a></dt>
-<dt><a href="dist_ref/dists/hypergeometric_dist.html">Hypergeometric
- Distribution</a></dt>
-<dt><a href="dist_ref/dists/inverse_chi_squared_dist.html">Inverse
- Chi Squared Distribution</a></dt>
-<dt><a href="dist_ref/dists/inverse_gamma_dist.html">Inverse
- Gamma Distribution</a></dt>
-<dt><a href="dist_ref/dists/inverse_gaussian_dist.html">Inverse
- Gaussian (or Inverse Normal) Distribution</a></dt>
-<dt><a href="dist_ref/dists/laplace_dist.html">Laplace
- Distribution</a></dt>
-<dt><a href="dist_ref/dists/logistic_dist.html">Logistic
- Distribution</a></dt>
-<dt><a href="dist_ref/dists/lognormal_dist.html">Log
- Normal Distribution</a></dt>
-<dt><a href="dist_ref/dists/negative_binomial_dist.html">Negative
- Binomial Distribution</a></dt>
-<dt><a href="dist_ref/dists/nc_beta_dist.html">Noncentral
+<dt><a href="dist_ref/dists/geometric_dist.html">
+ Geometric Distribution</a></dt>
+<dt><a href="dist_ref/dists/hypergeometric_dist.html">
+ Hypergeometric Distribution</a></dt>
+<dt><a href="dist_ref/dists/inverse_chi_squared_dist.html">
+ Inverse Chi Squared Distribution</a></dt>
+<dt><a href="dist_ref/dists/inverse_gamma_dist.html">
+ Inverse Gamma Distribution</a></dt>
+<dt><a href="dist_ref/dists/inverse_gaussian_dist.html">
+ Inverse Gaussian (or Inverse Normal) Distribution</a></dt>
+<dt><a href="dist_ref/dists/laplace_dist.html"> Laplace
+ Distribution</a></dt>
+<dt><a href="dist_ref/dists/logistic_dist.html">
+ Logistic Distribution</a></dt>
+<dt><a href="dist_ref/dists/lognormal_dist.html">
+ Log Normal Distribution</a></dt>
+<dt><a href="dist_ref/dists/negative_binomial_dist.html">
+ Negative Binomial Distribution</a></dt>
+<dt><a href="dist_ref/dists/nc_beta_dist.html"> Noncentral
 Beta Distribution</a></dt>
-<dt><a href="dist_ref/dists/nc_chi_squared_dist.html">Noncentral
- Chi-Squared Distribution</a></dt>
-<dt><a href="dist_ref/dists/nc_f_dist.html">Noncentral
+<dt><a href="dist_ref/dists/nc_chi_squared_dist.html">
+ Noncentral Chi-Squared Distribution</a></dt>
+<dt><a href="dist_ref/dists/nc_f_dist.html"> Noncentral
 F Distribution</a></dt>
-<dt><a href="dist_ref/dists/nc_t_dist.html">Noncentral
+<dt><a href="dist_ref/dists/nc_t_dist.html"> Noncentral
 T Distribution</a></dt>
-<dt><a href="dist_ref/dists/normal_dist.html">Normal
+<dt><a href="dist_ref/dists/normal_dist.html"> Normal
 (Gaussian) Distribution</a></dt>
-<dt>Pareto Distribution</dt>
-<dt><a href="dist_ref/dists/poisson_dist.html">Poisson
+<dt><a href="dist_ref/dists/pareto.html"> Pareto
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/rayleigh.html">Rayleigh
+<dt><a href="dist_ref/dists/poisson_dist.html"> Poisson
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/students_t_dist.html">Students
- t Distribution</a></dt>
-<dt><a href="dist_ref/dists/triangular_dist.html">Triangular
+<dt><a href="dist_ref/dists/rayleigh.html"> Rayleigh
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/uniform_dist.html">Uniform
+<dt><a href="dist_ref/dists/students_t_dist.html">
+ Students t Distribution</a></dt>
+<dt><a href="dist_ref/dists/triangular_dist.html">
+ Triangular Distribution</a></dt>
+<dt><a href="dist_ref/dists/uniform_dist.html"> Uniform
 Distribution</a></dt>
-<dt><a href="dist_ref/dists/weibull_dist.html">Weibull
+<dt><a href="dist_ref/dists/weibull_dist.html"> Weibull
 Distribution</a></dt>
</dl></dd>
-<dt><a href="dist_ref/dist_algorithms.html">Distribution
+<dt><a href="dist_ref/dist_algorithms.html"> Distribution
 Algorithms</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.dist_ref.dist_algorithms"></a><a class="link" href="dist_algorithms.html" title="Distribution Algorithms">Distribution
+<a name="math_toolkit.dist.dist_ref.dist_algorithms"></a><a class="link" href="dist_algorithms.html" title="Distribution Algorithms"> Distribution
 Algorithms</a>
</h4></div></div></div>
<a name="math_toolkit.dist.dist_ref.dist_algorithms.finding_the_location_and_scale_for_normal_and_similar_distributions"></a><h5>
-<a name="id1048899"></a>
+<a name="id1156159"></a>
 <a class="link" href="dist_algorithms.html#math_toolkit.dist.dist_ref.dist_algorithms.finding_the_location_and_scale_for_normal_and_similar_distributions">Finding
 the Location and Scale for Normal and similar distributions</a>
 </h5>
@@ -50,7 +50,7 @@
using boost::math::complement; // Will be needed by users who want to use complements.
</pre>
<a name="math_toolkit.dist.dist_ref.dist_algorithms.find_location_function"></a><h5>
-<a name="id1049027"></a>
+<a name="id1156258"></a>
 <a class="link" href="dist_algorithms.html#math_toolkit.dist.dist_ref.dist_algorithms.find_location_function">find_location
 function</a>
 </h5>
@@ -80,7 +80,7 @@
 }} // namespaces
</pre>
<a name="math_toolkit.dist.dist_ref.dist_algorithms.find_scale_function"></a><h5>
-<a name="id1049472"></a>
+<a name="id1156703"></a>
 <a class="link" href="dist_algorithms.html#math_toolkit.dist.dist_ref.dist_algorithms.find_scale_function">find_scale
 function</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,66 +24,67 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.dist_ref.dists"></a><a class="link" href="dists.html" title="Distributions">Distributions</a>
+<a name="math_toolkit.dist.dist_ref.dists"></a><a class="link" href="dists.html" title="Distributions"> Distributions</a>
</h4></div></div></div>
<div class="toc"><dl>
-<dt><a href="dists/bernoulli_dist.html">Bernoulli
+<dt><a href="dists/bernoulli_dist.html">
+ Bernoulli Distribution</a></dt>
+<dt><a href="dists/beta_dist.html"> Beta
 Distribution</a></dt>
-<dt><a href="dists/beta_dist.html">Beta
- Distribution</a></dt>
-<dt><a href="dists/binomial_dist.html">Binomial
- Distribution</a></dt>
-<dt><a href="dists/cauchy_dist.html">Cauchy-Lorentz
+<dt><a href="dists/binomial_dist.html">
+ Binomial Distribution</a></dt>
+<dt><a href="dists/cauchy_dist.html"> Cauchy-Lorentz
 Distribution</a></dt>
-<dt><a href="dists/chi_squared_dist.html">Chi
- Squared Distribution</a></dt>
-<dt><a href="dists/exp_dist.html">Exponential
+<dt><a href="dists/chi_squared_dist.html">
+ Chi Squared Distribution</a></dt>
+<dt><a href="dists/exp_dist.html"> Exponential
 Distribution</a></dt>
-<dt><a href="dists/extreme_dist.html">Extreme
+<dt><a href="dists/extreme_dist.html"> Extreme
 Value Distribution</a></dt>
-<dt>F Distribution</dt>
-<dt><a href="dists/gamma_dist.html">Gamma
+<dt> F Distribution</dt>
+<dt><a href="dists/gamma_dist.html"> Gamma
 (and Erlang) Distribution</a></dt>
-<dt><a href="dists/geometric_dist.html">Geometric
- Distribution</a></dt>
-<dt><a href="dists/hypergeometric_dist.html">Hypergeometric
- Distribution</a></dt>
-<dt><a href="dists/inverse_chi_squared_dist.html">Inverse
- Chi Squared Distribution</a></dt>
-<dt><a href="dists/inverse_gamma_dist.html">Inverse
- Gamma Distribution</a></dt>
-<dt><a href="dists/inverse_gaussian_dist.html">Inverse
- Gaussian (or Inverse Normal) Distribution</a></dt>
-<dt><a href="dists/laplace_dist.html">Laplace
- Distribution</a></dt>
-<dt><a href="dists/logistic_dist.html">Logistic
- Distribution</a></dt>
-<dt><a href="dists/lognormal_dist.html">Log
- Normal Distribution</a></dt>
-<dt><a href="dists/negative_binomial_dist.html">Negative
- Binomial Distribution</a></dt>
-<dt><a href="dists/nc_beta_dist.html">Noncentral
+<dt><a href="dists/geometric_dist.html">
+ Geometric Distribution</a></dt>
+<dt><a href="dists/hypergeometric_dist.html">
+ Hypergeometric Distribution</a></dt>
+<dt><a href="dists/inverse_chi_squared_dist.html">
+ Inverse Chi Squared Distribution</a></dt>
+<dt><a href="dists/inverse_gamma_dist.html">
+ Inverse Gamma Distribution</a></dt>
+<dt><a href="dists/inverse_gaussian_dist.html">
+ Inverse Gaussian (or Inverse Normal) Distribution</a></dt>
+<dt><a href="dists/laplace_dist.html"> Laplace
+ Distribution</a></dt>
+<dt><a href="dists/logistic_dist.html">
+ Logistic Distribution</a></dt>
+<dt><a href="dists/lognormal_dist.html">
+ Log Normal Distribution</a></dt>
+<dt><a href="dists/negative_binomial_dist.html">
+ Negative Binomial Distribution</a></dt>
+<dt><a href="dists/nc_beta_dist.html"> Noncentral
 Beta Distribution</a></dt>
-<dt><a href="dists/nc_chi_squared_dist.html">Noncentral
- Chi-Squared Distribution</a></dt>
-<dt><a href="dists/nc_f_dist.html">Noncentral
+<dt><a href="dists/nc_chi_squared_dist.html">
+ Noncentral Chi-Squared Distribution</a></dt>
+<dt><a href="dists/nc_f_dist.html"> Noncentral
 F Distribution</a></dt>
-<dt><a href="dists/nc_t_dist.html">Noncentral
+<dt><a href="dists/nc_t_dist.html"> Noncentral
 T Distribution</a></dt>
-<dt><a href="dists/normal_dist.html">Normal
+<dt><a href="dists/normal_dist.html"> Normal
 (Gaussian) Distribution</a></dt>
-<dt>Pareto Distribution</dt>
-<dt><a href="dists/poisson_dist.html">Poisson
+<dt><a href="dists/pareto.html"> Pareto
 Distribution</a></dt>
-<dt><a href="dists/rayleigh.html">Rayleigh
+<dt><a href="dists/poisson_dist.html"> Poisson
 Distribution</a></dt>
-<dt><a href="dists/students_t_dist.html">Students
- t Distribution</a></dt>
-<dt><a href="dists/triangular_dist.html">Triangular
+<dt><a href="dists/rayleigh.html"> Rayleigh
 Distribution</a></dt>
-<dt><a href="dists/uniform_dist.html">Uniform
+<dt><a href="dists/students_t_dist.html">
+ Students t Distribution</a></dt>
+<dt><a href="dists/triangular_dist.html">
+ Triangular Distribution</a></dt>
+<dt><a href="dists/uniform_dist.html"> Uniform
 Distribution</a></dt>
-<dt><a href="dists/weibull_dist.html">Weibull
+<dt><a href="dists/weibull_dist.html"> Weibull
 Distribution</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist"></a><a class="link" href="bernoulli_dist.html" title="Bernoulli Distribution">Bernoulli
- Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist"></a><a class="link" href="bernoulli_dist.html" title="Bernoulli Distribution">
+ Bernoulli Distribution</a>
</h5></div></div></div>


@@ -87,7 +87,7 @@
 <img src="../../../../../graphs/bernoulli_cdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.member_functions"></a><h5>
-<a name="id984516"></a>
+<a name="id1095040"></a>
 <a class="link" href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -103,7 +103,7 @@
 Returns the success_fraction parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.non_member_accessors"></a><h5>
-<a name="id984594"></a>
+<a name="id1095118"></a>
 <a class="link" href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -128,7 +128,7 @@
 exception and make an error message available.
 
<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.accuracy"></a><h5>
-<a name="id984698"></a>
+<a name="id1095222"></a>
 <a class="link" href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.accuracy">Accuracy</a>
 </h5>

@@ -136,7 +136,7 @@
 and so should have errors within an epsilon or two.
 
<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.implementation"></a><h5>
-<a name="id984719"></a>
+<a name="id1095243"></a>
 <a class="link" href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.implementation">Implementation</a>
 </h5>

@@ -327,7 +327,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.references"></a><h5>
-<a name="id985048"></a>
+<a name="id1095572"></a>
 <a class="link" href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist"></a><a class="link" href="beta_dist.html" title="Beta Distribution">Beta
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist"></a><a class="link" href="beta_dist.html" title="Beta Distribution"> Beta
 Distribution</a>
</h5></div></div></div>

@@ -132,12 +132,12 @@
 whose apex is away from the centre (where x = half).
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.member_functions"></a><h5>
-<a name="id985863"></a>
+<a name="id1096460"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.member_functions">Member
 Functions</a>
 </h5>
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.constructor"></a><h6>
-<a name="id985878"></a>
+<a name="id1096476"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.constructor">Constructor</a>
 </h6>
<pre class="programlisting">beta_distribution(RealType alpha, RealType beta);
@@ -164,7 +164,7 @@
 yellow in the graph above).
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.parameter_accessors"></a><h6>
-<a name="id985994"></a>
+<a name="id1096591"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.parameter_accessors">Parameter
 Accessors</a>
 </h6>
@@ -188,7 +188,7 @@
assert(mybeta.beta() == 5.); // mybeta.beta() returns 5
</pre>
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.parameter_estimators"></a><h5>
-<a name="id986195"></a>
+<a name="id1096792"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.parameter_estimators">Parameter
 Estimators</a>
 </h5>
@@ -241,7 +241,7 @@
 Returns the value of β   that gives: <code class="computeroutput">cdf(beta_distribution<RealType>(alpha, beta), x) == probability</code>.
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.non_member_accessor_functions"></a><h5>
-<a name="id988421"></a>
+<a name="id1097242"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.non_member_accessor_functions">Non-member
 Accessor Functions</a>
 </h5>
@@ -263,7 +263,7 @@
 Mathworld</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.applications"></a><h5>
-<a name="id988523"></a>
+<a name="id1097344"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.applications">Applications</a>
 </h5>

@@ -276,7 +276,7 @@
 statistical inference</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.related_distributions"></a><h5>
-<a name="id988548"></a>
+<a name="id1097370"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.related_distributions">Related
 distributions</a>
 </h5>
@@ -303,7 +303,7 @@
 Distribution</a> with its p parameter set to x.
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.accuracy"></a><h5>
-<a name="id988595"></a>
+<a name="id1097416"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.accuracy">Accuracy</a>
 </h5>

@@ -315,7 +315,7 @@
 please refer to these functions for information on accuracy.
 
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.implementation"></a><h5>
-<a name="id988639"></a>
+<a name="id1097461"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.implementation">Implementation</a>
 </h5>

@@ -500,6 +500,8 @@
 
 </td>
<td>
+ 
+ 
 </td>
</tr>
<tr>
@@ -594,7 +596,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.beta_dist.references"></a><h5>
-<a name="id989663"></a>
+<a name="id1098743"></a>
 <a class="link" href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.references">References</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist"></a><a class="link" href="binomial_dist.html" title="Binomial Distribution">Binomial
- Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist"></a><a class="link" href="binomial_dist.html" title="Binomial Distribution">
+ Binomial Distribution</a>
</h5></div></div></div>


@@ -127,6 +127,8 @@

 <img src="../../../../../graphs/binomial_pdf_2.png" align="middle">
 
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/src/images/caution.png"></td>
@@ -134,39 +136,43 @@
</tr>
<tr><td align="left" valign="top">

- The Binomial distribution is a discrete distribution: internally, functions
- like the <code class="computeroutput">cdf</code> and <code class="computeroutput">pdf</code> are treated "as if"
- they are continuous functions, but in reality the results returned
- from these functions only have meaning if an integer value is provided
- for the random variate argument.
- 
-
- The quantile function will by default return an integer result that
- has been rounded outwards. That is to say lower
- quantiles (where the probability is less than 0.5) are rounded downward,
- and upper quantiles (where the probability is greater than 0.5) are
- rounded upwards. This behaviour ensures that if an X% quantile is requested,
- then at least the requested coverage will be present
- in the central region, and no more than the requested
- coverage will be present in the tails.
- 
-
- This behaviour can be changed so that the quantile functions are rounded
- differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>.
- It is strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
- Quantiles of Discrete Distributions</a> before using the quantile
- function on the Binomial distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
- docs</a> describe how to change the rounding policy for these distributions.
- 
+ The Binomial distribution is a discrete distribution: internally,
+ functions like the <code class="computeroutput">cdf</code>
+ and <code class="computeroutput">pdf</code> are treated
+ "as if" they are continuous functions, but in reality the
+ results returned from these functions only have meaning if an integer
+ value is provided for the random variate argument.
+ 
+
+ The quantile function will by default return an integer result that
+ has been rounded outwards. That is to say lower
+ quantiles (where the probability is less than 0.5) are rounded downward,
+ and upper quantiles (where the probability is greater than 0.5) are
+ rounded upwards. This behaviour ensures that if an X% quantile is
+ requested, then at least the requested coverage
+ will be present in the central region, and no more than
+ the requested coverage will be present in the tails.
+ 
+
+ This behaviour can be changed so that the quantile functions are
+ rounded differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>. It is
+ strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
+ Quantiles of Discrete Distributions</a> before using the quantile
+ function on the Binomial distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
+ docs</a> describe how to change the rounding policy for these
+ distributions.
+ 
</td></tr>
</table></div>
+
+ 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.member_functions"></a><h5>
-<a name="id991920"></a>
+<a name="id1099693"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.member_functions">Member
 Functions</a>
 </h5>
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.construct"></a><h6>
-<a name="id991938"></a>
+<a name="id1099711"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.construct">Construct</a>
 </h6>
<pre class="programlisting">binomial_distribution(RealType n, RealType p);
@@ -183,7 +189,7 @@
 otherwise calls <a class="link" href="../../../main_overview/error_handling.html#domain_error">domain_error</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.accessors"></a><h6>
-<a name="id992055"></a>
+<a name="id1099829"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.accessors">Accessors</a>
 </h6>
<pre class="programlisting">RealType success_fraction() const;
@@ -199,7 +205,7 @@
 was constructed.
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.lower_bound_on_the_success_fraction"></a><h6>
-<a name="id992136"></a>
+<a name="id1099909"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.lower_bound_on_the_success_fraction">Lower
 Bound on the Success Fraction</a>
 </h6>
@@ -305,7 +311,7 @@
 limits illustrated in the case of the binomial. Biometrika 26 404-413.
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.upper_bound_on_the_success_fraction"></a><h6>
-<a name="id992589"></a>
+<a name="id1100363"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.upper_bound_on_the_success_fraction">Upper
 Bound on the Success Fraction</a>
 </h6>
@@ -383,7 +389,7 @@
</td></tr>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.estimating_the_number_of_trials_required_for_a_certain_number_of_successes"></a><h6>
-<a name="id992905"></a>
+<a name="id1101856"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.estimating_the_number_of_trials_required_for_a_certain_number_of_successes">Estimating
 the Number of Trials Required for a Certain Number of Successes</a>
 </h6>
@@ -425,7 +431,7 @@
 of seeing 10 events that occur with frequency one half.
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.estimating_the_maximum_number_of_trials_to_ensure_no_more_than_a_certain_number_of_successes"></a><h6>
-<a name="id993106"></a>
+<a name="id1102058"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.estimating_the_maximum_number_of_trials_to_ensure_no_more_than_a_certain_number_of_successes">Estimating
 the Maximum Number of Trials to Ensure no more than a Certain Number
 of Successes</a>
@@ -473,7 +479,7 @@
 Worked Example.</a>
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.non_member_accessors"></a><h5>
-<a name="id993316"></a>
+<a name="id1102268"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -622,7 +628,7 @@
</table></div>
</div>
 <a name="math_toolkit.dist.dist_ref.dists.binomial_dist.examples"></a><h5>
-<a name="id994130"></a>
+<a name="id1102823"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.examples">Examples</a>
 </h5>

@@ -630,7 +636,7 @@
 examples</a> are available illustrating the use of the binomial distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.accuracy"></a><h5>
-<a name="id994152"></a>
+<a name="id1102845"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.accuracy">Accuracy</a>
 </h5>

@@ -640,7 +646,7 @@
 please refer to these functions for information on accuracy.
 
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.implementation"></a><h5>
-<a name="id994180"></a>
+<a name="id1102874"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.implementation">Implementation</a>
 </h5>

@@ -884,7 +890,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.references"></a><h5>
-<a name="id995230"></a>
+<a name="id1103943"></a>
 <a class="link" href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist"></a><a class="link" href="cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy-Lorentz
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist"></a><a class="link" href="cauchy_dist.html" title="Cauchy-Lorentz Distribution"> Cauchy-Lorentz
 Distribution</a>
</h5></div></div></div>

@@ -88,7 +88,7 @@
 <img src="../../../../../graphs/cauchy_pdf2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.member_functions"></a><h5>
-<a name="id995749"></a>
+<a name="id1104462"></a>
 <a class="link" href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -114,7 +114,7 @@
 Returns the scale parameter of the distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.non_member_accessors"></a><h5>
-<a name="id995896"></a>
+<a name="id1104609"></a>
 <a class="link" href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -148,7 +148,7 @@
 The domain of the random variable is [-[max_value], +[min_value]].
 
<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.accuracy"></a><h5>
-<a name="id996039"></a>
+<a name="id1104752"></a>
 <a class="link" href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.accuracy">Accuracy</a>
 </h5>

@@ -157,7 +157,7 @@
 have very low error rates.
 
<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.implementation"></a><h5>
-<a name="id996073"></a>
+<a name="id1104786"></a>
 <a class="link" href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.implementation">Implementation</a>
 </h5>

@@ -273,7 +273,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.references"></a><h5>
-<a name="id997539"></a>
+<a name="id1105012"></a>
 <a class="link" href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist"></a><a class="link" href="chi_squared_dist.html" title="Chi Squared Distribution">Chi
- Squared Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist"></a><a class="link" href="chi_squared_dist.html" title="Chi Squared Distribution">
+ Chi Squared Distribution</a>
</h5></div></div></div>


@@ -87,7 +87,7 @@
 <img src="../../../../../graphs/chi_squared_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.member_functions"></a><h5>
-<a name="id998104"></a>
+<a name="id1105578"></a>
 <a class="link" href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -170,7 +170,7 @@
 NIST Engineering Statistics Handbook, Section 7.2.3.2</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.non_member_accessors"></a><h5>
-<a name="id998436"></a>
+<a name="id1105909"></a>
 <a class="link" href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -196,7 +196,7 @@
 The domain of the random variable is [0, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.examples"></a><h5>
-<a name="id998539"></a>
+<a name="id1106716"></a>
 <a class="link" href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.examples">Examples</a>
 </h5>

@@ -204,7 +204,7 @@
 are available illustrating the use of the Chi Squared Distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.accuracy"></a><h5>
-<a name="id998565"></a>
+<a name="id1106742"></a>
 <a class="link" href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.accuracy">Accuracy</a>
 </h5>

@@ -212,7 +212,7 @@
 gamma functions</a>: please refer to the accuracy data for those functions.
 
<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.implementation"></a><h5>
-<a name="id998589"></a>
+<a name="id1106766"></a>
 <a class="link" href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.implementation">Implementation</a>
 </h5>

@@ -379,7 +379,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.references"></a><h5>
-<a name="id998886"></a>
+<a name="id1107063"></a>
 <a class="link" href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.exp_dist"></a><a class="link" href="exp_dist.html" title="Exponential Distribution">Exponential
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist"></a><a class="link" href="exp_dist.html" title="Exponential Distribution"> Exponential
 Distribution</a>
</h5></div></div></div>

@@ -71,7 +71,7 @@
 <img src="../../../../../graphs/exponential_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.exp_dist.member_functions"></a><h5>
-<a name="id999320"></a>
+<a name="id1107497"></a>
 <a class="link" href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -91,7 +91,7 @@
 Accessor function returns the lambda parameter of the distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.exp_dist.non_member_accessors"></a><h5>
-<a name="id999421"></a>
+<a name="id1107598"></a>
 <a class="link" href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -111,7 +111,7 @@
 The domain of the random variable is [0, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.exp_dist.accuracy"></a><h5>
-<a name="id999520"></a>
+<a name="id1107697"></a>
 <a class="link" href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.accuracy">Accuracy</a>
 </h5>

@@ -122,7 +122,7 @@
 should have very low error rates.
 
<a name="math_toolkit.dist.dist_ref.dists.exp_dist.implementation"></a><h5>
-<a name="id999568"></a>
+<a name="id1107745"></a>
 <a class="link" href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.implementation">Implementation</a>
 </h5>

@@ -283,7 +283,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.exp_dist.references"></a><h5>
-<a name="id1000612"></a>
+<a name="id1108012"></a>
 <a class="link" href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.references">references</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.extreme_dist"></a><a class="link" href="extreme_dist.html" title="Extreme Value Distribution">Extreme
+<a name="math_toolkit.dist.dist_ref.dists.extreme_dist"></a><a class="link" href="extreme_dist.html" title="Extreme Value Distribution"> Extreme
 Value Distribution</a>
</h5></div></div></div>

@@ -100,7 +100,7 @@
 <img src="../../../../../graphs/extreme_value_pdf2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.member_functions"></a><h5>
-<a name="id1001175"></a>
+<a name="id1108575"></a>
 <a class="link" href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -125,7 +125,7 @@
 Returns the scale parameter of the distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.non_member_accessors"></a><h5>
-<a name="id1001331"></a>
+<a name="id1108731"></a>
 <a class="link" href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -145,7 +145,7 @@
 The domain of the random parameter is [-∞, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.accuracy"></a><h5>
-<a name="id1001428"></a>
+<a name="id1108828"></a>
 <a class="link" href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.accuracy">Accuracy</a>
 </h5>

@@ -154,7 +154,7 @@
 very low error rates.
 
<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.implementation"></a><h5>
-<a name="id1001461"></a>
+<a name="id1110260"></a>
 <a class="link" href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.f_dist"></a><a class="link" href="f_dist.html" title="F Distribution">F Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist"></a><a class="link" href="f_dist.html" title="F Distribution"> F Distribution</a>
</h5></div></div></div>


@@ -80,7 +80,7 @@
 <img src="../../../../../graphs/fisher_f_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.f_dist.member_functions"></a><h5>
-<a name="id1002225"></a>
+<a name="id1111023"></a>
 <a class="link" href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -106,7 +106,7 @@
 Returns the denominator degrees of freedom parameter of the distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.f_dist.non_member_accessors"></a><h5>
-<a name="id1002378"></a>
+<a name="id1111176"></a>
 <a class="link" href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -126,7 +126,7 @@
 The domain of the random variable is [0, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.f_dist.examples"></a><h5>
-<a name="id1002478"></a>
+<a name="id1111276"></a>
 <a class="link" href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.examples">Examples</a>
 </h5>

@@ -134,7 +134,7 @@
 are available illustrating the use of the F Distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.f_dist.accuracy"></a><h5>
-<a name="id1002499"></a>
+<a name="id1111298"></a>
 <a class="link" href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.accuracy">Accuracy</a>
 </h5>

@@ -143,7 +143,7 @@
 refer to those functions for accuracy data.
 
<a name="math_toolkit.dist.dist_ref.dists.f_dist.implementation"></a><h5>
-<a name="id1002526"></a>
+<a name="id1111324"></a>
 <a class="link" href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.gamma_dist"></a><a class="link" href="gamma_dist.html" title="Gamma (and Erlang) Distribution">Gamma
+<a name="math_toolkit.dist.dist_ref.dists.gamma_dist"></a><a class="link" href="gamma_dist.html" title="Gamma (and Erlang) Distribution"> Gamma
 (and Erlang) Distribution</a>
</h5></div></div></div>

@@ -137,7 +137,7 @@
 than a dedicated Erlang Distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.member_functions"></a><h5>
-<a name="id1003747"></a>
+<a name="id1112403"></a>
 <a class="link" href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -162,7 +162,7 @@
 Returns the scale parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.non_member_accessors"></a><h5>
-<a name="id1003892"></a>
+<a name="id1113257"></a>
 <a class="link" href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -182,7 +182,7 @@
 The domain of the random variable is [0,+∞].
 
<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.accuracy"></a><h5>
-<a name="id1003989"></a>
+<a name="id1113354"></a>
 <a class="link" href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.accuracy">Accuracy</a>
 </h5>

@@ -194,7 +194,7 @@
 refer to the accuracy data for those functions for more information.
 
<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.implementation"></a><h5>
-<a name="id1004028"></a>
+<a name="id1113392"></a>
 <a class="link" href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/geometric_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/geometric_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/geometric_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.geometric_dist"></a><a class="link" href="geometric_dist.html" title="Geometric Distribution">Geometric
- Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.geometric_dist"></a><a class="link" href="geometric_dist.html" title="Geometric Distribution">
+ Geometric Distribution</a>
</h5></div></div></div>


@@ -146,7 +146,7 @@
 <img src="../../../../../graphs/geometric_cdf_discrete.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.related_distributions"></a><h5>
-<a name="id1006335"></a>
+<a name="id1114576"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.related_distributions">Related
 Distributions</a>
 </h5>
@@ -171,6 +171,8 @@
 take integer values (floor or ceil functions) from functions that return
 a number of successes.
 
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/src/images/caution.png"></td>
@@ -178,40 +180,43 @@
</tr>
<tr><td align="left" valign="top">

- The geometric distribution is a discrete distribution: internally,
- functions like the <code class="computeroutput">cdf</code>
- and <code class="computeroutput">pdf</code> are treated
- "as if" they are continuous functions, but in reality the
- results returned from these functions only have meaning if an integer
- value is provided for the random variate argument.
- 
-
- The quantile function will by default return an integer result that
- has been rounded outwards. That is to say lower
- quantiles (where the probability is less than 0.5) are rounded downward,
- and upper quantiles (where the probability is greater than 0.5) are
- rounded upwards. This behaviour ensures that if an X% quantile is requested,
- then at least the requested coverage will be present
- in the central region, and no more than the requested
- coverage will be present in the tails.
- 
-
- This behaviour can be changed so that the quantile functions are rounded
- differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>.
- It is strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
- Quantiles of Discrete Distributions</a> before using the quantile
- function on the geometric distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
- docs</a> describe how to change the rounding policy for these distributions.
- 
+ The geometric distribution is a discrete distribution: internally,
+ functions like the <code class="computeroutput">cdf</code>
+ and <code class="computeroutput">pdf</code> are treated
+ "as if" they are continuous functions, but in reality the
+ results returned from these functions only have meaning if an integer
+ value is provided for the random variate argument.
+ 
+
+ The quantile function will by default return an integer result that
+ has been rounded outwards. That is to say lower
+ quantiles (where the probability is less than 0.5) are rounded downward,
+ and upper quantiles (where the probability is greater than 0.5) are
+ rounded upwards. This behaviour ensures that if an X% quantile is
+ requested, then at least the requested coverage
+ will be present in the central region, and no more than
+ the requested coverage will be present in the tails.
+ 
+
+ This behaviour can be changed so that the quantile functions are
+ rounded differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>. It is
+ strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
+ Quantiles of Discrete Distributions</a> before using the quantile
+ function on the geometric distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
+ docs</a> describe how to change the rounding policy for these
+ distributions.
+ 
</td></tr>
</table></div>
+
+ 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.member_functions"></a><h5>
-<a name="id1006620"></a>
+<a name="id1114864"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.member_functions">Member
 Functions</a>
 </h5>
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.constructor"></a><h6>
-<a name="id1006636"></a>
+<a name="id1114879"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.constructor">Constructor</a>
 </h6>
<pre class="programlisting">geometric_distribution(RealType p);
@@ -226,7 +231,7 @@
 1</code>.
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.accessors"></a><h6>
-<a name="id1006715"></a>
+<a name="id1114958"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.accessors">Accessors</a>
 </h6>
<pre class="programlisting">RealType success_fraction() const; // successes / trials (0 <= p <= 1)
@@ -253,7 +258,7 @@
 Binomial Distribution</a> for more discussion.
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.lower_bound_on_success_fraction_parameter__emphasis_p__emphasis_"></a><h6>
-<a name="id1006823"></a>
+<a name="id1115066"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.lower_bound_on_success_fraction_parameter__emphasis_p__emphasis_">Lower
 Bound on success_fraction Parameter p</a>
 </h6>
@@ -308,7 +313,7 @@
 vol. 48, no3, 605-621</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.upper_bound_on_success_fraction_parameter_p"></a><h6>
-<a name="id1007054"></a>
+<a name="id1115297"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.upper_bound_on_success_fraction_parameter_p">Upper
 Bound on success_fraction Parameter p</a>
 </h6>
@@ -363,7 +368,7 @@
 vol. 48, no3, 605-621</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.estimating_number_of_trials_to_ensure_at_least_a_certain_number_of_failures"></a><h6>
-<a name="id1007282"></a>
+<a name="id1115594"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.estimating_number_of_trials_to_ensure_at_least_a_certain_number_of_failures">Estimating
 Number of Trials to Ensure at Least a Certain Number of Failures</a>
 </h6>
@@ -415,7 +420,7 @@
 probability of observing k failures or fewer.
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.estimating_number_of_trials_to_ensure_a_maximum_number_of_failures_or_less"></a><h6>
-<a name="id1007520"></a>
+<a name="id1115832"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.estimating_number_of_trials_to_ensure_a_maximum_number_of_failures_or_less">Estimating
 Number of Trials to Ensure a Maximum Number of Failures or Less</a>
 </h6>
@@ -463,7 +468,7 @@
 probability of observing more than k failures.
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.non_member_accessors"></a><h5>
-<a name="id1007756"></a>
+<a name="id1116068"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -611,7 +616,7 @@
</table></div>
</div>
 <a name="math_toolkit.dist.dist_ref.dists.geometric_dist.accuracy"></a><h5>
-<a name="id1008266"></a>
+<a name="id1116578"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.accuracy">Accuracy</a>
 </h5>

@@ -622,7 +627,7 @@
 for example to 10 decimal digits (from 16).
 
<a name="math_toolkit.dist.dist_ref.dists.geometric_dist.implementation"></a><h5>
-<a name="id1009049"></a>
+<a name="id1116610"></a>
 <a class="link" href="geometric_dist.html#math_toolkit.dist.dist_ref.dists.geometric_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist"></a><a class="link" href="hypergeometric_dist.html" title="Hypergeometric Distribution">Hypergeometric
- Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist"></a><a class="link" href="hypergeometric_dist.html" title="Hypergeometric Distribution">
+ Hypergeometric Distribution</a>
</h5></div></div></div>


@@ -102,7 +102,7 @@
 <img src="../../../../../graphs/hypergeometric_pdf_2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist.member_functions"></a><h5>
-<a name="id1010037"></a>
+<a name="id1119992"></a>
 <a class="link" href="hypergeometric_dist.html#math_toolkit.dist.dist_ref.dists.hypergeometric_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -131,7 +131,7 @@
 from the population N.
 
<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist.non_member_accessors"></a><h5>
-<a name="id1010216"></a>
+<a name="id1120171"></a>
 <a class="link" href="hypergeometric_dist.html#math_toolkit.dist.dist_ref.dists.hypergeometric_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -185,7 +185,7 @@
</td></tr>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist.accuracy"></a><h5>
-<a name="id1010366"></a>
+<a name="id1120321"></a>
 <a class="link" href="hypergeometric_dist.html#math_toolkit.dist.dist_ref.dists.hypergeometric_dist.accuracy">Accuracy</a>
 </h5>

@@ -211,7 +211,7 @@
 meaningless for N >= 1015.
 
<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist.testing"></a><h5>
-<a name="id1010600"></a>
+<a name="id1120555"></a>
 <a class="link" href="hypergeometric_dist.html#math_toolkit.dist.dist_ref.dists.hypergeometric_dist.testing">Testing</a>
 </h5>

@@ -223,7 +223,7 @@
 this implementation and NTL::RR.
 
<a name="math_toolkit.dist.dist_ref.dists.hypergeometric_dist.implementation"></a><h5>
-<a name="id1010624"></a>
+<a name="id1120579"></a>
 <a class="link" href="hypergeometric_dist.html#math_toolkit.dist.dist_ref.dists.hypergeometric_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_chi_squared_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_chi_squared_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_chi_squared_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist"></a><a class="link" href="inverse_chi_squared_dist.html" title="Inverse Chi Squared Distribution">Inverse
- Chi Squared Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist"></a><a class="link" href="inverse_chi_squared_dist.html" title="Inverse Chi Squared Distribution">
+ Inverse Chi Squared Distribution</a>
</h5></div></div></div>


@@ -198,7 +198,7 @@
 <img src="../../../../../graphs/inverse_chi_squared_cdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.member_functions"></a><h5>
-<a name="id1012241"></a>
+<a name="id1121606"></a>
 <a class="link" href="inverse_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -225,7 +225,7 @@
 Returns the scale ξ parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.non_member_accessors"></a><h5>
-<a name="id1012413"></a>
+<a name="id1121778"></a>
 <a class="link" href="inverse_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -255,7 +255,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.accuracy"></a><h5>
-<a name="id1012517"></a>
+<a name="id1121882"></a>
 <a class="link" href="inverse_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.accuracy">Accuracy</a>
 </h5>

@@ -271,7 +271,7 @@
 iteration is involved, as for the estimation of degrees of freedom.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.implementation"></a><h5>
-<a name="id1012558"></a>
+<a name="id1121923"></a>
 <a class="link" href="inverse_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.implementation">Implementation</a>
 </h5>

@@ -452,7 +452,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.references"></a><h5>
-<a name="id1012887"></a>
+<a name="id1123130"></a>
 <a class="link" href="inverse_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.inverse_chi_squared_dist.references">References</a>
 </h5>
<div class="orderedlist"><ol type="1">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gamma_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gamma_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gamma_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.inverse_gamma_dist"></a><a class="link" href="inverse_gamma_dist.html" title="Inverse Gamma Distribution">Inverse
- Gamma Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.inverse_gamma_dist"></a><a class="link" href="inverse_gamma_dist.html" title="Inverse Gamma Distribution">
+ Inverse Gamma Distribution</a>
</h5></div></div></div>


@@ -130,7 +130,7 @@
 <img src="../../../../../graphs/inverse_gamma_cdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.member_functions"></a><h5>
-<a name="id1013468"></a>
+<a name="id1123711"></a>
 <a class="link" href="inverse_gamma_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -154,7 +154,7 @@
 Returns the β scale parameter of this inverse gamma distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.non_member_accessors"></a><h5>
-<a name="id1013605"></a>
+<a name="id1123848"></a>
 <a class="link" href="inverse_gamma_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -184,7 +184,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.accuracy"></a><h5>
-<a name="id1013711"></a>
+<a name="id1123955"></a>
 <a class="link" href="inverse_gamma_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.accuracy">Accuracy</a>
 </h5>

@@ -198,7 +198,7 @@
 >14 decimal digits accuracy for 64-bit double.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.implementation"></a><h5>
-<a name="id1013750"></a>
+<a name="id1123993"></a>
 <a class="link" href="inverse_gamma_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gamma_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gaussian_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gaussian_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/inverse_gaussian_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist"></a><a class="link" href="inverse_gaussian_dist.html" title="Inverse Gaussian (or Inverse Normal) Distribution">Inverse
- Gaussian (or Inverse Normal) Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist"></a><a class="link" href="inverse_gaussian_dist.html" title="Inverse Gaussian (or Inverse Normal) Distribution">
+ Inverse Gaussian (or Inverse Normal) Distribution</a>
</h5></div></div></div>


@@ -146,7 +146,7 @@
 the __wald_distrib (where mean μ is unity) is also provided.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.member_functions"></a><h5>
-<a name="id1016826"></a>
+<a name="id1124927"></a>
 <a class="link" href="inverse_gaussian_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -171,7 +171,7 @@
 Returns the scale λ parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.non_member_accessors"></a><h5>
-<a name="id1016966"></a>
+<a name="id1125067"></a>
 <a class="link" href="inverse_gaussian_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -201,7 +201,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.accuracy"></a><h5>
-<a name="id1017073"></a>
+<a name="id1125174"></a>
 <a class="link" href="inverse_gaussian_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.accuracy">Accuracy</a>
 </h5>

@@ -212,7 +212,7 @@
 to a few epsilon, >14 decimal digits accuracy for 64-bit double.
 
<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.implementation"></a><h5>
-<a name="id1017096"></a>
+<a name="id1125197"></a>
 <a class="link" href="inverse_gaussian_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.implementation">Implementation</a>
 </h5>

@@ -390,7 +390,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.references"></a><h5>
-<a name="id1017391"></a>
+<a name="id1125831"></a>
 <a class="link" href="inverse_gaussian_dist.html#math_toolkit.dist.dist_ref.dists.inverse_gaussian_dist.references">References</a>
 </h5>
<div class="orderedlist"><ol type="1">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.laplace_dist"></a><a class="link" href="laplace_dist.html" title="Laplace Distribution">Laplace
+<a name="math_toolkit.dist.dist_ref.dists.laplace_dist"></a><a class="link" href="laplace_dist.html" title="Laplace Distribution"> Laplace
 Distribution</a>
</h5></div></div></div>

@@ -81,7 +81,7 @@
 <img src="../../../../../graphs/laplace_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.laplace_dist.member_functions"></a><h5>
-<a name="id1017976"></a>
+<a name="id1126416"></a>
 <a class="link" href="laplace_dist.html#math_toolkit.dist.dist_ref.dists.laplace_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -113,7 +113,7 @@
 Returns the scale parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.laplace_dist.non_member_accessors"></a><h5>
-<a name="id1018138"></a>
+<a name="id1126578"></a>
 <a class="link" href="laplace_dist.html#math_toolkit.dist.dist_ref.dists.laplace_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -133,7 +133,7 @@
 The domain of the random variable is [-∞,+∞].
 
<a name="math_toolkit.dist.dist_ref.dists.laplace_dist.accuracy"></a><h5>
-<a name="id1018236"></a>
+<a name="id1126676"></a>
 <a class="link" href="laplace_dist.html#math_toolkit.dist.dist_ref.dists.laplace_dist.accuracy">Accuracy</a>
 </h5>

@@ -141,7 +141,7 @@
 log and exp functions and as such should have very small errors.
 
<a name="math_toolkit.dist.dist_ref.dists.laplace_dist.implementation"></a><h5>
-<a name="id1018255"></a>
+<a name="id1126695"></a>
 <a class="link" href="laplace_dist.html#math_toolkit.dist.dist_ref.dists.laplace_dist.implementation">Implementation</a>
 </h5>

@@ -329,7 +329,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.laplace_dist.references"></a><h5>
-<a name="id1018847"></a>
+<a name="id1127016"></a>
 <a class="link" href="laplace_dist.html#math_toolkit.dist.dist_ref.dists.laplace_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.logistic_dist"></a><a class="link" href="logistic_dist.html" title="Logistic Distribution">Logistic
- Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.logistic_dist"></a><a class="link" href="logistic_dist.html" title="Logistic Distribution">
+ Logistic Distribution</a>
</h5></div></div></div>


@@ -72,7 +72,7 @@
 <img src="../../../../../graphs/logistic_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.logistic_dist.member_functions"></a><h5>
-<a name="id1019336"></a>
+<a name="id1127506"></a>
 <a class="link" href="logistic_dist.html#math_toolkit.dist.dist_ref.dists.logistic_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -98,7 +98,7 @@
 Returns the scale of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.logistic_dist.non_member_accessors"></a><h5>
-<a name="id1019502"></a>
+<a name="id1127672"></a>
 <a class="link" href="logistic_dist.html#math_toolkit.dist.dist_ref.dists.logistic_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -128,7 +128,7 @@
 and +<a class="link" href="../../../main_overview/error_handling.html#overflow_error">overflow_error</a> respectively.
 
<a name="math_toolkit.dist.dist_ref.dists.logistic_dist.accuracy"></a><h5>
-<a name="id1019652"></a>
+<a name="id1128935"></a>
 <a class="link" href="logistic_dist.html#math_toolkit.dist.dist_ref.dists.logistic_dist.accuracy">Accuracy</a>
 </h5>

@@ -140,7 +140,7 @@
 error can be guarenteed.
 
<a name="math_toolkit.dist.dist_ref.dists.logistic_dist.implementation"></a><h5>
-<a name="id1019707"></a>
+<a name="id1128990"></a>
 <a class="link" href="logistic_dist.html#math_toolkit.dist.dist_ref.dists.logistic_dist.implementation">Implementation</a>
 </h5>
<div class="informaltable"><table class="table">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist"></a><a class="link" href="lognormal_dist.html" title="Log Normal Distribution">Log
- Normal Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist"></a><a class="link" href="lognormal_dist.html" title="Log Normal Distribution">
+ Log Normal Distribution</a>
</h5></div></div></div>


@@ -88,7 +88,7 @@
 <img src="../../../../../graphs/lognormal_pdf2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.member_functions"></a><h5>
-<a name="id1020457"></a>
+<a name="id1129740"></a>
 <a class="link" href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -121,7 +121,7 @@
 Returns the scale parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.non_member_accessors"></a><h5>
-<a name="id1020617"></a>
+<a name="id1129900"></a>
 <a class="link" href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -141,7 +141,7 @@
 The domain of the random variable is [0,+∞].
 
<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.accuracy"></a><h5>
-<a name="id1020716"></a>
+<a name="id1130000"></a>
 <a class="link" href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.accuracy">Accuracy</a>
 </h5>

@@ -150,7 +150,7 @@
 function</a>, and as such should have very low error rates.
 
<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.implementation"></a><h5>
-<a name="id1020744"></a>
+<a name="id1130027"></a>
 <a class="link" href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist"></a><a class="link" href="nc_beta_dist.html" title="Noncentral Beta Distribution">Noncentral
+<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist"></a><a class="link" href="nc_beta_dist.html" title="Noncentral Beta Distribution"> Noncentral
 Beta Distribution</a>
</h5></div></div></div>

@@ -96,7 +96,7 @@
 <img src="../../../../../graphs/nc_beta_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist.member_functions"></a><h5>
-<a name="id1025394"></a>
+<a name="id1135287"></a>
 <a class="link" href="nc_beta_dist.html#math_toolkit.dist.dist_ref.dists.nc_beta_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -128,7 +128,7 @@
 was constructed.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist.non_member_accessors"></a><h5>
-<a name="id1026823"></a>
+<a name="id1135473"></a>
 <a class="link" href="nc_beta_dist.html#math_toolkit.dist.dist_ref.dists.nc_beta_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -156,7 +156,7 @@
 The domain of the random variable is [0, 1].
 
<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist.accuracy"></a><h5>
-<a name="id1026932"></a>
+<a name="id1135582"></a>
 <a class="link" href="nc_beta_dist.html#math_toolkit.dist.dist_ref.dists.nc_beta_dist.accuracy">Accuracy</a>
 </h5>

@@ -299,7 +299,7 @@
 functions are broadly similar.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist.tests"></a><h5>
-<a name="id1027175"></a>
+<a name="id1135825"></a>
 <a class="link" href="nc_beta_dist.html#math_toolkit.dist.dist_ref.dists.nc_beta_dist.tests">Tests</a>
 </h5>

@@ -311,7 +311,7 @@
 tests.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_beta_dist.implementation"></a><h5>
-<a name="id1027199"></a>
+<a name="id1135849"></a>
 <a class="link" href="nc_beta_dist.html#math_toolkit.dist.dist_ref.dists.nc_beta_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist"></a><a class="link" href="nc_chi_squared_dist.html" title="Noncentral Chi-Squared Distribution">Noncentral
- Chi-Squared Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist"></a><a class="link" href="nc_chi_squared_dist.html" title="Noncentral Chi-Squared Distribution">
+ Noncentral Chi-Squared Distribution</a>
</h5></div></div></div>


@@ -110,7 +110,7 @@
 <img src="../../../../../graphs/nccs_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.member_functions"></a><h5>
-<a name="id1028218"></a>
+<a name="id1137999"></a>
 <a class="link" href="nc_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -183,7 +183,7 @@
 == q</code>.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.non_member_accessors"></a><h5>
-<a name="id1029983"></a>
+<a name="id1138900"></a>
 <a class="link" href="nc_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -203,7 +203,7 @@
 The domain of the random variable is [0, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.examples"></a><h5>
-<a name="id1030083"></a>
+<a name="id1138999"></a>
 <a class="link" href="nc_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.examples">Examples</a>
 </h5>

@@ -211,7 +211,7 @@
 example</a> for the noncentral chi-squared distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.accuracy"></a><h5>
-<a name="id1030111"></a>
+<a name="id1139027"></a>
 <a class="link" href="nc_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.accuracy">Accuracy</a>
 </h5>

@@ -359,7 +359,7 @@
 produce an accuracy greater than the square root of the machine epsilon.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.tests"></a><h5>
-<a name="id1030371"></a>
+<a name="id1139287"></a>
 <a class="link" href="nc_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.tests">Tests</a>
 </h5>

@@ -373,7 +373,7 @@
 to at least 50 decimal digits - and is the used for our accuracy tests.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.implementation"></a><h5>
-<a name="id1030390"></a>
+<a name="id1139307"></a>
 <a class="link" href="nc_chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist"></a><a class="link" href="nc_f_dist.html" title="Noncentral F Distribution">Noncentral
+<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist"></a><a class="link" href="nc_f_dist.html" title="Noncentral F Distribution"> Noncentral
 F Distribution</a>
</h5></div></div></div>

@@ -95,7 +95,7 @@
 <img src="../../../../../graphs/nc_f_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist.member_functions"></a><h5>
-<a name="id1031243"></a>
+<a name="id1141608"></a>
 <a class="link" href="nc_f_dist.html#math_toolkit.dist.dist_ref.dists.nc_f_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -127,7 +127,7 @@
 which this object was constructed.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist.non_member_accessors"></a><h5>
-<a name="id1031432"></a>
+<a name="id1141796"></a>
 <a class="link" href="nc_f_dist.html#math_toolkit.dist.dist_ref.dists.nc_f_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -147,7 +147,7 @@
 The domain of the random variable is [0, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist.accuracy"></a><h5>
-<a name="id1031531"></a>
+<a name="id1141896"></a>
 <a class="link" href="nc_f_dist.html#math_toolkit.dist.dist_ref.dists.nc_f_dist.accuracy">Accuracy</a>
 </h5>

@@ -155,7 +155,7 @@
 Beta Distribution</a>: refer to that distribution for accuracy data.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist.tests"></a><h5>
-<a name="id1031555"></a>
+<a name="id1141920"></a>
 <a class="link" href="nc_f_dist.html#math_toolkit.dist.dist_ref.dists.nc_f_dist.tests">Tests</a>
 </h5>

@@ -164,7 +164,7 @@
 Math library statistical package</a> and its pbeta and dbeta functions.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_f_dist.implementation"></a><h5>
-<a name="id1031579"></a>
+<a name="id1141944"></a>
 <a class="link" href="nc_f_dist.html#math_toolkit.dist.dist_ref.dists.nc_f_dist.implementation">Implementation</a>
 </h5>

@@ -234,6 +234,8 @@
 
 y = x * v1 / v2
 
+ 
+ 
 </td>
</tr>
<tr>
@@ -256,6 +258,8 @@
 
 y = x * v1 / v2
 
+ 
+ 
 </td>
</tr>
<tr>
@@ -286,6 +290,8 @@
 
 is the noncentral beta quantile.
 
+ 
+ 
 </td>
</tr>
<tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist"></a><a class="link" href="nc_t_dist.html" title="Noncentral T Distribution">Noncentral
+<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist"></a><a class="link" href="nc_t_dist.html" title="Noncentral T Distribution"> Noncentral
 T Distribution</a>
</h5></div></div></div>

@@ -85,7 +85,7 @@
 <img src="../../../../../graphs/nc_t_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist.member_functions"></a><h5>
-<a name="id1033898"></a>
+<a name="id1142839"></a>
 <a class="link" href="nc_t_dist.html#math_toolkit.dist.dist_ref.dists.nc_t_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -111,7 +111,7 @@
 which this object was constructed.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist.non_member_accessors"></a><h5>
-<a name="id1034037"></a>
+<a name="id1142978"></a>
 <a class="link" href="nc_t_dist.html#math_toolkit.dist.dist_ref.dists.nc_t_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -131,7 +131,7 @@
 The domain of the random variable is [-∞, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist.accuracy"></a><h5>
-<a name="id1034137"></a>
+<a name="id1143078"></a>
 <a class="link" href="nc_t_dist.html#math_toolkit.dist.dist_ref.dists.nc_t_dist.accuracy">Accuracy</a>
 </h5>

@@ -255,7 +255,7 @@
 epsilon.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist.tests"></a><h5>
-<a name="id1034337"></a>
+<a name="id1143289"></a>
 <a class="link" href="nc_t_dist.html#math_toolkit.dist.dist_ref.dists.nc_t_dist.tests">Tests</a>
 </h5>

@@ -270,7 +270,7 @@
 least 50 decimal places.
 
<a name="math_toolkit.dist.dist_ref.dists.nc_t_dist.implementation"></a><h5>
-<a name="id1034356"></a>
+<a name="id1143308"></a>
 <a class="link" href="nc_t_dist.html#math_toolkit.dist.dist_ref.dists.nc_t_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist"></a><a class="link" href="negative_binomial_dist.html" title="Negative Binomial Distribution">Negative
- Binomial Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist"></a><a class="link" href="negative_binomial_dist.html" title="Negative Binomial Distribution">
+ Negative Binomial Distribution</a>
</h5></div></div></div>


@@ -123,7 +123,7 @@
 <img src="../../../../../graphs/negative_binomial_pdf_2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.related_distributions"></a><h5>
-<a name="id1021920"></a>
+<a name="id1131264"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.related_distributions">Related
 Distributions</a>
 </h5>
@@ -160,6 +160,8 @@

 poisson(λ) = lim r → ∞   negative_binomial(r, r / (λ + r)))
 
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/src/images/caution.png"></td>
@@ -167,40 +169,43 @@
</tr>
<tr><td align="left" valign="top">

- The Negative Binomial distribution is a discrete distribution: internally,
- functions like the <code class="computeroutput">cdf</code>
- and <code class="computeroutput">pdf</code> are treated
- "as if" they are continuous functions, but in reality the
- results returned from these functions only have meaning if an integer
- value is provided for the random variate argument.
- 
-
- The quantile function will by default return an integer result that
- has been rounded outwards. That is to say lower
- quantiles (where the probability is less than 0.5) are rounded downward,
- and upper quantiles (where the probability is greater than 0.5) are
- rounded upwards. This behaviour ensures that if an X% quantile is requested,
- then at least the requested coverage will be present
- in the central region, and no more than the requested
- coverage will be present in the tails.
- 
-
- This behaviour can be changed so that the quantile functions are rounded
- differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>.
- It is strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
- Quantiles of Discrete Distributions</a> before using the quantile
- function on the Negative Binomial distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
- docs</a> describe how to change the rounding policy for these distributions.
- 
+ The Negative Binomial distribution is a discrete distribution: internally,
+ functions like the <code class="computeroutput">cdf</code>
+ and <code class="computeroutput">pdf</code> are treated
+ "as if" they are continuous functions, but in reality the
+ results returned from these functions only have meaning if an integer
+ value is provided for the random variate argument.
+ 
+
+ The quantile function will by default return an integer result that
+ has been rounded outwards. That is to say lower
+ quantiles (where the probability is less than 0.5) are rounded downward,
+ and upper quantiles (where the probability is greater than 0.5) are
+ rounded upwards. This behaviour ensures that if an X% quantile is
+ requested, then at least the requested coverage
+ will be present in the central region, and no more than
+ the requested coverage will be present in the tails.
+ 
+
+ This behaviour can be changed so that the quantile functions are
+ rounded differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>. It is
+ strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
+ Quantiles of Discrete Distributions</a> before using the quantile
+ function on the Negative Binomial distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
+ docs</a> describe how to change the rounding policy for these
+ distributions.
+ 
</td></tr>
</table></div>
+
+ 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.member_functions"></a><h5>
-<a name="id1022028"></a>
+<a name="id1131375"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.member_functions">Member
 Functions</a>
 </h5>
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.construct"></a><h6>
-<a name="id1022041"></a>
+<a name="id1131388"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.construct">Construct</a>
 </h6>
<pre class="programlisting">negative_binomial_distribution(RealType r, RealType p);
@@ -216,7 +221,7 @@
 <= 1</code>.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accessors"></a><h6>
-<a name="id1022150"></a>
+<a name="id1131497"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accessors">Accessors</a>
 </h6>
<pre class="programlisting">RealType success_fraction() const; // successes / trials (0 <= p <= 1)
@@ -237,7 +242,7 @@
 Distribution</a> for more discussion.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.lower_bound_on_parameter_p"></a><h6>
-<a name="id1022244"></a>
+<a name="id1131591"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.lower_bound_on_parameter_p">Lower
 Bound on Parameter p</a>
 </h6>
@@ -298,7 +303,7 @@
 vol. 48, no3, 605-621</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.upper_bound_on_parameter_p"></a><h6>
-<a name="id1022511"></a>
+<a name="id1131858"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.upper_bound_on_parameter_p">Upper
 Bound on Parameter p</a>
 </h6>
@@ -358,7 +363,7 @@
 vol. 48, no3, 605-621</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.estimating_number_of_trials_to_ensure_at_least_a_certain_number_of_failures"></a><h6>
-<a name="id1022775"></a>
+<a name="id1132122"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.estimating_number_of_trials_to_ensure_at_least_a_certain_number_of_failures">Estimating
 Number of Trials to Ensure at Least a Certain Number of Failures</a>
 </h6>
@@ -409,7 +414,7 @@
 probability of observing k failures or fewer.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.estimating_number_of_trials_to_ensure_a_maximum_number_of_failures_or_less"></a><h6>
-<a name="id1023240"></a>
+<a name="id1132347"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.estimating_number_of_trials_to_ensure_a_maximum_number_of_failures_or_less">Estimating
 Number of Trials to Ensure a Maximum Number of Failures or Less</a>
 </h6>
@@ -457,7 +462,7 @@
 probability of observing more than k failures.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.non_member_accessors"></a><h5>
-<a name="id1023472"></a>
+<a name="id1132578"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -606,7 +611,7 @@
</table></div>
</div>
 <a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accuracy"></a><h5>
-<a name="id1023985"></a>
+<a name="id1133092"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accuracy">Accuracy</a>
 </h5>

@@ -616,7 +621,7 @@
 please refer to these functions for information on accuracy.
 
<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.implementation"></a><h5>
-<a name="id1024012"></a>
+<a name="id1133118"></a>
 <a class="link" href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.implementation">Implementation</a>
 </h5>

@@ -827,6 +832,8 @@
 
 </td>
<td>
+ 
+ 
 </td>
</tr>
<tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.normal_dist"></a><a class="link" href="normal_dist.html" title="Normal (Gaussian) Distribution">Normal
+<a name="math_toolkit.dist.dist_ref.dists.normal_dist"></a><a class="link" href="normal_dist.html" title="Normal (Gaussian) Distribution"> Normal
 (Gaussian) Distribution</a>
</h5></div></div></div>

@@ -79,7 +79,7 @@
 <img src="../../../../../graphs/normal_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.normal_dist.member_functions"></a><h5>
-<a name="id1035070"></a>
+<a name="id1144022"></a>
 <a class="link" href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -109,7 +109,7 @@
 be used generically).
 
<a name="math_toolkit.dist.dist_ref.dists.normal_dist.non_member_accessors"></a><h5>
-<a name="id1035266"></a>
+<a name="id1144218"></a>
 <a class="link" href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -131,7 +131,7 @@
 and complement cdf -∞ = 1 and +∞ = 0, if RealType permits.
 
<a name="math_toolkit.dist.dist_ref.dists.normal_dist.accuracy"></a><h5>
-<a name="id1035363"></a>
+<a name="id1144315"></a>
 <a class="link" href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.accuracy">Accuracy</a>
 </h5>

@@ -139,7 +139,7 @@
 function</a>, and as such should have very low error rates.
 
<a name="math_toolkit.dist.dist_ref.dists.normal_dist.implementation"></a><h5>
-<a name="id1035388"></a>
+<a name="id1144340"></a>
 <a class="link" href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.pareto"></a><a class="link" href="pareto.html" title="Pareto Distribution">Pareto Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.pareto"></a><a class="link" href="pareto.html" title="Pareto Distribution"> Pareto
+ Distribution</a>
</h5></div></div></div>


@@ -86,12 +87,12 @@
 <img src="../../../../../graphs/pareto_pdf2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.pareto.related_distributions"></a><h5>
-<a name="id1038528"></a>
+<a name="id1145124"></a>
 <a class="link" href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.related_distributions">Related
 distributions</a>
 </h5>
<a name="math_toolkit.dist.dist_ref.dists.pareto.member_functions"></a><h5>
-<a name="id1038546"></a>
+<a name="id1145142"></a>
 <a class="link" href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.member_functions">Member
 Functions</a>
 </h5>
@@ -117,7 +118,7 @@
 Returns the shape parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.pareto.non_member_accessors"></a><h5>
-<a name="id1038714"></a>
+<a name="id1145310"></a>
 <a class="link" href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -137,7 +138,7 @@
 The supported domain of the random variable is [scale, ∞].
 
<a name="math_toolkit.dist.dist_ref.dists.pareto.accuracy"></a><h5>
-<a name="id1038813"></a>
+<a name="id1145410"></a>
 <a class="link" href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.accuracy">Accuracy</a>
 </h5>

@@ -150,7 +151,7 @@
 zero) see also <a class="link" href="../../stat_tut/overview/complements.html#why_complements">why complements?</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.pareto.implementation"></a><h5>
-<a name="id1038850"></a>
+<a name="id1146909"></a>
 <a class="link" href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.implementation">Implementation</a>
 </h5>

@@ -318,7 +319,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.pareto.references"></a><h5>
-<a name="id1039158"></a>
+<a name="id1147216"></a>
 <a class="link" href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.poisson_dist"></a><a class="link" href="poisson_dist.html" title="Poisson Distribution">Poisson
+<a name="math_toolkit.dist.dist_ref.dists.poisson_dist"></a><a class="link" href="poisson_dist.html" title="Poisson Distribution"> Poisson
 Distribution</a>
</h5></div></div></div>

@@ -82,6 +82,8 @@

 <img src="../../../../../graphs/poisson_pdf_1.png" align="middle">
 
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/src/images/caution.png"></td>
@@ -89,34 +91,38 @@
</tr>
<tr><td align="left" valign="top">

- The Poisson distribution is a discrete distribution: internally, functions
- like the <code class="computeroutput">cdf</code> and <code class="computeroutput">pdf</code> are treated "as if"
- they are continuous functions, but in reality the results returned
- from these functions only have meaning if an integer value is provided
- for the random variate argument.
- 
-
- The quantile function will by default return an integer result that
- has been rounded outwards. That is to say lower
- quantiles (where the probability is less than 0.5) are rounded downward,
- and upper quantiles (where the probability is greater than 0.5) are
- rounded upwards. This behaviour ensures that if an X% quantile is requested,
- then at least the requested coverage will be present
- in the central region, and no more than the requested
- coverage will be present in the tails.
- 
-
- This behaviour can be changed so that the quantile functions are rounded
- differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>.
- It is strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
- Quantiles of Discrete Distributions</a> before using the quantile
- function on the Poisson distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
- docs</a> describe how to change the rounding policy for these distributions.
- 
+ The Poisson distribution is a discrete distribution: internally,
+ functions like the <code class="computeroutput">cdf</code>
+ and <code class="computeroutput">pdf</code> are treated
+ "as if" they are continuous functions, but in reality the
+ results returned from these functions only have meaning if an integer
+ value is provided for the random variate argument.
+ 
+
+ The quantile function will by default return an integer result that
+ has been rounded outwards. That is to say lower
+ quantiles (where the probability is less than 0.5) are rounded downward,
+ and upper quantiles (where the probability is greater than 0.5) are
+ rounded upwards. This behaviour ensures that if an X% quantile is
+ requested, then at least the requested coverage
+ will be present in the central region, and no more than
+ the requested coverage will be present in the tails.
+ 
+
+ This behaviour can be changed so that the quantile functions are
+ rounded differently, or even return a real-valued result using <a class="link" href="../../../policy/pol_overview.html" title="Policy Overview">Policies</a>. It is
+ strongly recommended that you read the tutorial <a class="link" href="../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
+ Quantiles of Discrete Distributions</a> before using the quantile
+ function on the Poisson distribution. The <a class="link" href="../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">reference
+ docs</a> describe how to change the rounding policy for these
+ distributions.
+ 
</td></tr>
</table></div>
+
+ 
<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.member_functions"></a><h5>
-<a name="id1039688"></a>
+<a name="id1147749"></a>
 <a class="link" href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -131,7 +137,7 @@
 Returns the mean of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.non_member_accessors"></a><h5>
-<a name="id1039777"></a>
+<a name="id1147838"></a>
 <a class="link" href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -151,7 +157,7 @@
 The domain of the random variable is [0, ∞].
 
<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.accuracy"></a><h5>
-<a name="id1039874"></a>
+<a name="id1147935"></a>
 <a class="link" href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.accuracy">Accuracy</a>
 </h5>

@@ -165,7 +171,7 @@
 using an iterative method with a lower tolerance to avoid excessive computation.
 
<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.implementation"></a><h5>
-<a name="id1039903"></a>
+<a name="id1147964"></a>
 <a class="link" href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh"></a><a class="link" href="rayleigh.html" title="Rayleigh Distribution">Rayleigh
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh"></a><a class="link" href="rayleigh.html" title="Rayleigh Distribution"> Rayleigh
 Distribution</a>
</h5></div></div></div>

@@ -86,7 +86,7 @@
 <img src="../../../../../graphs/rayleigh_cdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.rayleigh.related_distributions"></a><h5>
-<a name="id1040645"></a>
+<a name="id1148685"></a>
 <a class="link" href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.related_distributions">Related
 distributions</a>
 </h5>
@@ -102,7 +102,7 @@
 distribution</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.rayleigh.member_functions"></a><h5>
-<a name="id1040696"></a>
+<a name="id1148736"></a>
 <a class="link" href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.member_functions">Member
 Functions</a>
 </h5>
@@ -121,7 +121,7 @@
 Returns the sigma parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.rayleigh.non_member_accessors"></a><h5>
-<a name="id1040799"></a>
+<a name="id1148840"></a>
 <a class="link" href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -141,7 +141,7 @@
 The domain of the random variable is [0, max_value].
 
<a name="math_toolkit.dist.dist_ref.dists.rayleigh.accuracy"></a><h5>
-<a name="id1040899"></a>
+<a name="id1148939"></a>
 <a class="link" href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.accuracy">Accuracy</a>
 </h5>

@@ -151,7 +151,7 @@
 using NTL RR type with 150-bit accuracy, about 50 decimal digits.
 
<a name="math_toolkit.dist.dist_ref.dists.rayleigh.implementation"></a><h5>
-<a name="id1040933"></a>
+<a name="id1148973"></a>
 <a class="link" href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.implementation">Implementation</a>
 </h5>

@@ -320,7 +320,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.rayleigh.references"></a><h5>
-<a name="id1041269"></a>
+<a name="id1149378"></a>
 <a class="link" href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.students_t_dist"></a><a class="link" href="students_t_dist.html" title="Students t Distribution">Students
- t Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist"></a><a class="link" href="students_t_dist.html" title="Students t Distribution">
+ Students t Distribution</a>
</h5></div></div></div>


@@ -97,7 +97,7 @@
 <img src="../../../../../graphs/students_t_pdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.member_functions"></a><h5>
-<a name="id1041849"></a>
+<a name="id1149958"></a>
 <a class="link" href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -174,7 +174,7 @@
 Engineering Statistics Handbook</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.non_member_accessors"></a><h5>
-<a name="id1042140"></a>
+<a name="id1150249"></a>
 <a class="link" href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -194,7 +194,7 @@
 The domain of the random variable is [-∞, +∞].
 
<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.examples"></a><h5>
-<a name="id1042239"></a>
+<a name="id1150348"></a>
 <a class="link" href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.examples">Examples</a>
 </h5>

@@ -202,7 +202,7 @@
 are available illustrating the use of the Student's t distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.accuracy"></a><h5>
-<a name="id1043170"></a>
+<a name="id1150375"></a>
 <a class="link" href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.accuracy">Accuracy</a>
 </h5>

@@ -211,7 +211,7 @@
 inverses</a>, refer to accuracy data on those functions for more information.
 
<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.implementation"></a><h5>
-<a name="id1043201"></a>
+<a name="id1150406"></a>
 <a class="link" href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.triangular_dist"></a><a class="link" href="triangular_dist.html" title="Triangular Distribution">Triangular
- Distribution</a>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist"></a><a class="link" href="triangular_dist.html" title="Triangular Distribution">
+ Triangular Distribution</a>
</h5></div></div></div>


@@ -128,7 +128,7 @@
 <img src="../../../../../graphs/triangular_cdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.member_functions"></a><h5>
-<a name="id1044231"></a>
+<a name="id1152665"></a>
 <a class="link" href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -163,7 +163,7 @@
 (default+1).
 
<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.non_member_accessors"></a><h5>
-<a name="id1044449"></a>
+<a name="id1152883"></a>
 <a class="link" href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -184,7 +184,7 @@
 range is lower <= x <= upper.
 
<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.accuracy"></a><h5>
-<a name="id1044549"></a>
+<a name="id1152983"></a>
 <a class="link" href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.accuracy">Accuracy</a>
 </h5>

@@ -193,7 +193,7 @@
 with arguments nearing the extremes of zero and unity.
 
<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.implementation"></a><h5>
-<a name="id1044570"></a>
+<a name="id1153004"></a>
 <a class="link" href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.implementation">Implementation</a>
 </h5>

@@ -378,7 +378,7 @@
 Calculate and plot probability distributions</a>
 
<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.references"></a><h5>
-<a name="id1044911"></a>
+<a name="id1153345"></a>
 <a class="link" href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.uniform_dist"></a><a class="link" href="uniform_dist.html" title="Uniform Distribution">Uniform
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist"></a><a class="link" href="uniform_dist.html" title="Uniform Distribution"> Uniform
 Distribution</a>
</h5></div></div></div>

@@ -117,7 +117,7 @@
 <img src="../../../../../graphs/uniform_cdf.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.member_functions"></a><h5>
-<a name="id1047037"></a>
+<a name="id1154024"></a>
 <a class="link" href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -144,7 +144,7 @@
 Returns the upper parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.non_member_accessors"></a><h5>
-<a name="id1047203"></a>
+<a name="id1154190"></a>
 <a class="link" href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -165,7 +165,7 @@
 range is only lower <= x <= upper.
 
<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.accuracy"></a><h5>
-<a name="id1047307"></a>
+<a name="id1154294"></a>
 <a class="link" href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.accuracy">Accuracy</a>
 </h5>

@@ -173,7 +173,7 @@
 and so should have errors within an epsilon or two.
 
<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.implementation"></a><h5>
-<a name="id1047327"></a>
+<a name="id1154314"></a>
 <a class="link" href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.implementation">Implementation</a>
 </h5>

@@ -337,7 +337,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.references"></a><h5>
-<a name="id1047605"></a>
+<a name="id1154592"></a>
 <a class="link" href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull_dist.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull_dist.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull_dist.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.weibull_dist"></a><a class="link" href="weibull_dist.html" title="Weibull Distribution">Weibull
+<a name="math_toolkit.dist.dist_ref.dists.weibull_dist"></a><a class="link" href="weibull_dist.html" title="Weibull Distribution"> Weibull
 Distribution</a>
</h5></div></div></div>

@@ -100,7 +100,7 @@
 <img src="../../../../../graphs/weibull_pdf2.png" align="middle">
 
<a name="math_toolkit.dist.dist_ref.dists.weibull_dist.related_distributions"></a><h5>
-<a name="id1048164"></a>
+<a name="id1155425"></a>
 <a class="link" href="weibull_dist.html#math_toolkit.dist.dist_ref.dists.weibull_dist.related_distributions">Related
 distributions</a>
 </h5>
@@ -114,7 +114,7 @@
 Distributions, Theory and Applications Samuel Kotz & Saralees Nadarajah</a>.
 
<a name="math_toolkit.dist.dist_ref.dists.weibull_dist.member_functions"></a><h5>
-<a name="id1048203"></a>
+<a name="id1155463"></a>
 <a class="link" href="weibull_dist.html#math_toolkit.dist.dist_ref.dists.weibull_dist.member_functions">Member
 Functions</a>
 </h5>
@@ -140,7 +140,7 @@
 Returns the scale parameter of this distribution.
 
<a name="math_toolkit.dist.dist_ref.dists.weibull_dist.non_member_accessors"></a><h5>
-<a name="id1048359"></a>
+<a name="id1155619"></a>
 <a class="link" href="weibull_dist.html#math_toolkit.dist.dist_ref.dists.weibull_dist.non_member_accessors">Non-member
 Accessors</a>
 </h5>
@@ -160,7 +160,7 @@
 The domain of the random variable is [0, ∞].
 
<a name="math_toolkit.dist.dist_ref.dists.weibull_dist.accuracy"></a><h5>
-<a name="id1048456"></a>
+<a name="id1155716"></a>
 <a class="link" href="weibull_dist.html#math_toolkit.dist.dist_ref.dists.weibull_dist.accuracy">Accuracy</a>
 </h5>

@@ -170,7 +170,7 @@
 as such should have very low error rates.
 
<a name="math_toolkit.dist.dist_ref.dists.weibull_dist.implementation"></a><h5>
-<a name="id1048499"></a>
+<a name="id1155760"></a>
 <a class="link" href="weibull_dist.html#math_toolkit.dist.dist_ref.dists.weibull_dist.implementation">Implementation</a>
 </h5>

@@ -337,7 +337,7 @@
</tbody>
</table></div>
<a name="math_toolkit.dist.dist_ref.dists.weibull_dist.references"></a><h5>
-<a name="id1048831"></a>
+<a name="id1156092"></a>
 <a class="link" href="weibull_dist.html#math_toolkit.dist.dist_ref.dists.weibull_dist.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.dist_ref.nmp"></a><a class="link" href="nmp.html" title="Non-Member Properties">Non-Member Properties</a>
+<a name="math_toolkit.dist.dist_ref.nmp"></a><a class="link" href="nmp.html" title="Non-Member Properties"> Non-Member Properties</a>
</h4></div></div></div>

 Properties that are common to all distributions are accessed via non-member
@@ -37,7 +37,7 @@
 the function you want if you already know its name.
 
<a name="function_index"></a><a name="math_toolkit.dist.dist_ref.nmp.function_index"></a><h5>
-<a name="id978145"></a>
+<a name="id1087551"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.function_index">Function
 Index</a>
 </h5>
@@ -95,7 +95,7 @@
 </li>
</ul></div>
<a name="concept_index"></a><a name="math_toolkit.dist.dist_ref.nmp.conceptual_index"></a><h5>
-<a name="id978369"></a>
+<a name="id1087776"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.conceptual_index">Conceptual
 Index</a>
 </h5>
@@ -182,7 +182,7 @@
 </li>
</ul></div>
<a name="math.dist.cdf"></a><a name="math_toolkit.dist.dist_ref.nmp.cumulative_distribution_function"></a><h5>
-<a name="id978705"></a>
+<a name="id1088152"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.cumulative_distribution_function">Cumulative
 Distribution Function</a>
 </h5>
@@ -206,7 +206,7 @@
 <img src="../../../../graphs/cdf.png" alt="cdf">
 
<a name="math.dist.ccdf"></a><a name="math_toolkit.dist.dist_ref.nmp.complement_of_the_cumulative_distribution_function"></a><h5>
-<a name="id978875"></a>
+<a name="id1088323"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.complement_of_the_cumulative_distribution_function">Complement
 of the Cumulative Distribution Function</a>
 </h5>
@@ -247,7 +247,7 @@
 complement is useful and when it should be used.
 
<a name="math.dist.hazard"></a><a name="math_toolkit.dist.dist_ref.nmp.hazard_function"></a><h5>
-<a name="id979165"></a>
+<a name="id1088612"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.hazard_function">Hazard Function</a>
 </h5>
<pre class="programlisting">template <class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -275,7 +275,7 @@
 </td></tr>
</table></div>
<a name="math.dist.chf"></a><a name="math_toolkit.dist.dist_ref.nmp.cumulative_hazard_function"></a><h5>
-<a name="id979347"></a>
+<a name="id1088794"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.cumulative_hazard_function">Cumulative
 Hazard Function</a>
 </h5>
@@ -303,7 +303,7 @@
 </td></tr>
</table></div>
<a name="math.dist.mean"></a><a name="math_toolkit.dist.dist_ref.nmp.mean"></a><h5>
-<a name="id979529"></a>
+<a name="id1088977"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.mean">mean</a>
 </h5>
<pre class="programlisting">template<class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -318,7 +318,7 @@
 distribution).
 
<a name="math.dist.median"></a><a name="math_toolkit.dist.dist_ref.nmp.median"></a><h5>
-<a name="id979647"></a>
+<a name="id1089094"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.median">median</a>
 </h5>
<pre class="programlisting">template<class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -328,7 +328,7 @@
 Returns the median of the distribution dist.
 
<a name="math.dist.mode"></a><a name="math_toolkit.dist.dist_ref.nmp.mode"></a><h5>
-<a name="id979756"></a>
+<a name="id1089203"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.mode">mode</a>
 </h5>
<pre class="programlisting">template<class RealType, <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -342,7 +342,7 @@
 if the distribution does not have a defined mode.
 
<a name="math.dist.pdf"></a><a name="math_toolkit.dist.dist_ref.nmp.probability_density_function"></a><h5>
-<a name="id980979"></a>
+<a name="id1089319"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.probability_density_function">Probability
 Density Function</a>
 </h5>
@@ -371,7 +371,7 @@
 <img src="../../../../graphs/pdf.png" alt="pdf">
 
<a name="math.dist.range"></a><a name="math_toolkit.dist.dist_ref.nmp.range"></a><h5>
-<a name="id981148"></a>
+<a name="id1089488"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.range">Range</a>
 </h5>
<pre class="programlisting">template<class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -381,7 +381,7 @@
 Returns the valid range of the random variable over distribution dist.
 
<a name="math.dist.quantile"></a><a name="math_toolkit.dist.dist_ref.nmp.quantile"></a><h5>
-<a name="id981284"></a>
+<a name="id1089623"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.quantile">Quantile</a>
 </h5>
<pre class="programlisting">template <class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -411,7 +411,7 @@
 <img src="../../../../graphs/quantile.png" alt="quantile">
 
<a name="math.dist.quantile_c"></a><a name="math_toolkit.dist.dist_ref.nmp.quantile_from_the_complement_of_the_probability_"></a><h5>
-<a name="id981511"></a>
+<a name="id1089850"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.quantile_from_the_complement_of_the_probability_">Quantile
 from the complement of the probability.</a>
 </h5>
@@ -457,7 +457,7 @@
 <img src="../../../../graphs/survival_inv.png" alt="survival_inv">
 
<a name="math.dist.sd"></a><a name="math_toolkit.dist.dist_ref.nmp.standard_deviation"></a><h5>
-<a name="id981852"></a>
+<a name="id1090191"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.standard_deviation">Standard
 Deviation</a>
 </h5>
@@ -472,7 +472,7 @@
 if the distribution does not have a defined standard deviation.
 
<a name="math.dist.support"></a><a name="math_toolkit.dist.dist_ref.nmp.support"></a><h5>
-<a name="id981972"></a>
+<a name="id1093588"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.support">support</a>
 </h5>
<pre class="programlisting">template<class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -489,7 +489,7 @@
 where the pdf is zero, and the cdf zero or unity.
 
<a name="math.dist.variance"></a><a name="math_toolkit.dist.dist_ref.nmp.variance"></a><h5>
-<a name="id982116"></a>
+<a name="id1093732"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.variance">Variance</a>
 </h5>
<pre class="programlisting">template <class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -503,7 +503,7 @@
 if the distribution does not have a defined variance.
 
<a name="math.dist.skewness"></a><a name="math_toolkit.dist.dist_ref.nmp.skewness"></a><h5>
-<a name="id982234"></a>
+<a name="id1093851"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.skewness">Skewness</a>
 </h5>
<pre class="programlisting">template <class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -517,7 +517,7 @@
 if the distribution does not have a defined skewness.
 
<a name="math.dist.kurtosis"></a><a name="math_toolkit.dist.dist_ref.nmp.kurtosis"></a><h5>
-<a name="id982353"></a>
+<a name="id1093970"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.kurtosis">Kurtosis</a>
 </h5>
<pre class="programlisting">template <class RealType, class <a class="link" href="../../policy.html" title="Policies">Policy</a>>
@@ -559,7 +559,7 @@
 'Proper' kurtosis can have a value from zero to + infinity.
 
<a name="math.dist.kurtosis_excess"></a><a name="math_toolkit.dist.dist_ref.nmp.kurtosis_excess"></a><h5>
-<a name="id982561"></a>
+<a name="id1094178"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.kurtosis_excess">Kurtosis
 excess</a>
 </h5>
@@ -594,7 +594,7 @@
 The kurtosis excess of a normal distribution is zero.
 
<a name="cdfPQ"></a><a name="math_toolkit.dist.dist_ref.nmp.p_and_q"></a><h5>
-<a name="id982747"></a>
+<a name="id1094364"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.p_and_q">P and Q</a>
 </h5>

@@ -604,7 +604,7 @@
 returned by these functions.
 
<a name="percent"></a><a name="math_toolkit.dist.dist_ref.nmp.percent_point_function_or_percentile"></a><h5>
-<a name="id982777"></a>
+<a name="id1094394"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.percent_point_function_or_percentile">Percent
 Point Function or Percentile</a>
 </h5>
@@ -613,7 +613,7 @@
 the <a class="link" href="nmp.html#math.dist.quantile">Quantile</a>.
 
<a name="cdf_inv"></a><a name="math_toolkit.dist.dist_ref.nmp.inverse_cdf_function_"></a><h5>
-<a name="id982802"></a>
+<a name="id1094419"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.inverse_cdf_function_">Inverse
 CDF Function.</a>
 </h5>
@@ -622,7 +622,7 @@
 <a class="link" href="nmp.html#math.dist.quantile">Quantile</a>.
 
<a name="survival_inv"></a><a name="math_toolkit.dist.dist_ref.nmp.inverse_survival_function_"></a><h5>
-<a name="id982830"></a>
+<a name="id1094446"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.inverse_survival_function_">Inverse
 Survival Function.</a>
 </h5>
@@ -630,7 +630,7 @@
 The inverse of the survival function, is the same as computing the <a class="link" href="nmp.html#math.dist.quantile_c">quantile from the complement of the probability</a>.
 
<a name="pmf"></a><a name="math_toolkit.dist.dist_ref.nmp.probability_mass_function"></a><h5>
-<a name="id982860"></a>
+<a name="id1094476"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.probability_mass_function">Probability
 Mass Function</a>
 </h5>
@@ -644,7 +644,7 @@
 applies to continuous distributions.
 
<a name="lower_critical"></a><a name="math_toolkit.dist.dist_ref.nmp.lower_critical_value_"></a><h5>
-<a name="id982898"></a>
+<a name="id1094515"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.lower_critical_value_">Lower
 Critical Value.</a>
 </h5>
@@ -654,7 +654,7 @@
 the <a class="link" href="nmp.html#math.dist.quantile">Quantile</a>.
 
<a name="upper_critical"></a><a name="math_toolkit.dist.dist_ref.nmp.upper_critical_value_"></a><h5>
-<a name="id982923"></a>
+<a name="id1094540"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.upper_critical_value_">Upper
 Critical Value.</a>
 </h5>
@@ -665,7 +665,7 @@
 complement of the probability</a>.
 
<a name="survival"></a><a name="math_toolkit.dist.dist_ref.nmp.survival_function"></a><h5>
-<a name="id982950"></a>
+<a name="id1094566"></a>
 <a class="link" href="nmp.html#math_toolkit.dist.dist_ref.nmp.survival_function">Survival
 Function</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/future.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/future.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/future.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.dist.future"></a><a class="link" href="future.html" title="Extras/Future Directions">Extras/Future Directions</a>
+<a name="math_toolkit.dist.future"></a><a class="link" href="future.html" title="Extras/Future Directions"> Extras/Future Directions</a>
</h3></div></div></div>
<a name="math_toolkit.dist.future.adding_additional_location_and_scale_parameters"></a><h5>
-<a name="id1049958"></a>
+<a name="id1158964"></a>
 <a class="link" href="future.html#math_toolkit.dist.future.adding_additional_location_and_scale_parameters">Adding
 Additional Location and Scale Parameters</a>
 </h5>
@@ -55,7 +55,7 @@
 functions.
 
<a name="math_toolkit.dist.future.an__quot_any_distribution_quot__class"></a><h5>
-<a name="id1050122"></a>
+<a name="id1159129"></a>
 <a class="link" href="future.html#math_toolkit.dist.future.an__quot_any_distribution_quot__class">An
 "any_distribution" class</a>
 </h5>
@@ -91,7 +91,7 @@
 investigation.
 
<a name="math_toolkit.dist.future.higher_level_hypothesis_tests"></a><h5>
-<a name="id1050343"></a>
+<a name="id1159350"></a>
 <a class="link" href="future.html#math_toolkit.dist.future.higher_level_hypothesis_tests">Higher
 Level Hypothesis Tests</a>
 </h5>
@@ -111,7 +111,7 @@
 expected_mean.
 
<a name="math_toolkit.dist.future.integration_with_statistical_accumulators"></a><h5>
-<a name="id1050505"></a>
+<a name="id1159512"></a>
 <a class="link" href="future.html#math_toolkit.dist.future.integration_with_statistical_accumulators">Integration
 With Statistical Accumulators</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,110 +24,112 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.dist.stat_tut"></a><a class="link" href="stat_tut.html" title="Statistical Distributions Tutorial">Statistical Distributions
+<a name="math_toolkit.dist.stat_tut"></a><a class="link" href="stat_tut.html" title="Statistical Distributions Tutorial"> Statistical Distributions
 Tutorial</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Overview of Distributions</dt>
+<dt> Overview of Distributions</dt>
<dd><dl>
-<dt><a href="stat_tut/overview/headers.html">Headers
+<dt><a href="stat_tut/overview/headers.html"> Headers
 and Namespaces</a></dt>
-<dt><a href="stat_tut/overview/objects.html">Distributions
+<dt><a href="stat_tut/overview/objects.html"> Distributions
 are Objects</a></dt>
-<dt><a href="stat_tut/overview/generic.html">Generic
+<dt><a href="stat_tut/overview/generic.html"> Generic
 operations common to all distributions are non-member functions</a></dt>
-<dt><a href="stat_tut/overview/complements.html">Complements
- are supported too - and when to use them</a></dt>
-<dt><a href="stat_tut/overview/parameters.html">Parameters
- can be calculated</a></dt>
-<dt>Summary</dt>
-</dl></dd>
-<dt>Worked Examples</dt>
-<dd><dl>
-<dt><a href="stat_tut/weg/dist_construct_eg.html">Distribution
- Construction Example</a></dt>
-<dt><a href="stat_tut/weg/st_eg.html">Student's t
- Distribution Examples</a></dt>
-<dd><dl>
-<dt><a href="stat_tut/weg/st_eg/tut_mean_intervals.html">Calculating
- confidence intervals on the mean with the Students-t distribution</a></dt>
-<dt><a href="stat_tut/weg/st_eg/tut_mean_test.html">Testing
- a sample mean for difference from a "true" mean</a></dt>
-<dt><a href="stat_tut/weg/st_eg/tut_mean_size.html">Estimating
- how large a sample size would have to become in order to give a significant
- Students-t test result with a single sample test</a></dt>
-<dt><a href="stat_tut/weg/st_eg/two_sample_students_t.html">Comparing
- the means of two samples with the Students-t test</a></dt>
-<dt><a href="stat_tut/weg/st_eg/paired_st.html">Comparing
- two paired samples with the Student's t distribution</a></dt>
+<dt><a href="stat_tut/overview/complements.html">
+ Complements are supported too - and when to use them</a></dt>
+<dt><a href="stat_tut/overview/parameters.html">
+ Parameters can be calculated</a></dt>
+<dt> Summary</dt>
+</dl></dd>
+<dt> Worked Examples</dt>
+<dd><dl>
+<dt><a href="stat_tut/weg/dist_construct_eg.html">
+ Distribution Construction Example</a></dt>
+<dt><a href="stat_tut/weg/st_eg.html"> Student's
+ t Distribution Examples</a></dt>
+<dd><dl>
+<dt><a href="stat_tut/weg/st_eg/tut_mean_intervals.html">
+ Calculating confidence intervals on the mean with the Students-t distribution</a></dt>
+<dt><a href="stat_tut/weg/st_eg/tut_mean_test.html">
+ Testing a sample mean for difference from a "true" mean</a></dt>
+<dt><a href="stat_tut/weg/st_eg/tut_mean_size.html">
+ Estimating how large a sample size would have to become in order to give
+ a significant Students-t test result with a single sample test</a></dt>
+<dt><a href="stat_tut/weg/st_eg/two_sample_students_t.html">
+ Comparing the means of two samples with the Students-t test</a></dt>
+<dt><a href="stat_tut/weg/st_eg/paired_st.html">
+ Comparing two paired samples with the Student's t distribution</a></dt>
</dl></dd>
-<dt><a href="stat_tut/weg/cs_eg.html">Chi Squared
+<dt><a href="stat_tut/weg/cs_eg.html"> Chi Squared
 Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="stat_tut/weg/cs_eg/chi_sq_intervals.html">Confidence
- Intervals on the Standard Deviation</a></dt>
-<dt><a href="stat_tut/weg/cs_eg/chi_sq_test.html">Chi-Square
- Test for the Standard Deviation</a></dt>
-<dt><a href="stat_tut/weg/cs_eg/chi_sq_size.html">Estimating
- the Required Sample Sizes for a Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="stat_tut/weg/cs_eg/chi_sq_intervals.html">
+ Confidence Intervals on the Standard Deviation</a></dt>
+<dt><a href="stat_tut/weg/cs_eg/chi_sq_test.html">
+ Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="stat_tut/weg/cs_eg/chi_sq_size.html">
+ Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
+ Deviation</a></dt>
</dl></dd>
-<dt><a href="stat_tut/weg/f_eg.html">F Distribution
+<dt><a href="stat_tut/weg/f_eg.html"> F Distribution
 Examples</a></dt>
-<dt><a href="stat_tut/weg/binom_eg.html">Binomial
+<dt><a href="stat_tut/weg/binom_eg.html"> Binomial
 Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="stat_tut/weg/binom_eg/binomial_coinflip_example.html">Binomial
- Coin-Flipping Example</a></dt>
-<dt><a href="stat_tut/weg/binom_eg/binomial_quiz_example.html">Binomial
- Quiz Example</a></dt>
-<dt><a href="stat_tut/weg/binom_eg/binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for a Binomial Distribution</a></dt>
-<dt><a href="stat_tut/weg/binom_eg/binom_size_eg.html">Estimating
- Sample Sizes for a Binomial Distribution.</a></dt>
+<dt><a href="stat_tut/weg/binom_eg/binomial_coinflip_example.html">
+ Binomial Coin-Flipping Example</a></dt>
+<dt><a href="stat_tut/weg/binom_eg/binomial_quiz_example.html">
+ Binomial Quiz Example</a></dt>
+<dt><a href="stat_tut/weg/binom_eg/binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
+ Distribution</a></dt>
+<dt><a href="stat_tut/weg/binom_eg/binom_size_eg.html">
+ Estimating Sample Sizes for a Binomial Distribution.</a></dt>
</dl></dd>
-<dt><a href="stat_tut/weg/geometric_eg.html">Geometric
+<dt><a href="stat_tut/weg/geometric_eg.html"> Geometric
 Distribution Examples</a></dt>
-<dt><a href="stat_tut/weg/neg_binom_eg.html">Negative
+<dt><a href="stat_tut/weg/neg_binom_eg.html"> Negative
 Binomial Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="stat_tut/weg/neg_binom_eg/neg_binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for the Negative Binomial
- Distribution</a></dt>
-<dt><a href="stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html">Estimating
- Sample Sizes for the Negative Binomial.</a></dt>
-<dt><a href="stat_tut/weg/neg_binom_eg/negative_binomial_example1.html">Negative
- Binomial Sales Quota Example.</a></dt>
-<dt><a href="stat_tut/weg/neg_binom_eg/negative_binomial_example2.html">Negative
- Binomial Table Printing Example.</a></dt>
+<dt><a href="stat_tut/weg/neg_binom_eg/neg_binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for the
+ Negative Binomial Distribution</a></dt>
+<dt><a href="stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html">
+ Estimating Sample Sizes for the Negative Binomial.</a></dt>
+<dt><a href="stat_tut/weg/neg_binom_eg/negative_binomial_example1.html">
+ Negative Binomial Sales Quota Example.</a></dt>
+<dt><a href="stat_tut/weg/neg_binom_eg/negative_binomial_example2.html">
+ Negative Binomial Table Printing Example.</a></dt>
</dl></dd>
-<dt><a href="stat_tut/weg/normal_example.html">Normal
+<dt><a href="stat_tut/weg/normal_example.html"> Normal
 Distribution Examples</a></dt>
-<dd><dl><dt><a href="stat_tut/weg/normal_example/normal_misc.html">Some
- Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></dd>
-<dt><a href="stat_tut/weg/nccs_eg.html">Non Central
+<dd><dl><dt><a href="stat_tut/weg/normal_example/normal_misc.html">
+ Some Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></dd>
+<dt><a href="stat_tut/weg/nccs_eg.html"> Non Central
 Chi Squared Example</a></dt>
-<dd><dl><dt><a href="stat_tut/weg/nccs_eg/nccs_power_eg.html">Tables
- of the power function of the χ2 test.</a></dt></dl></dd>
-<dt><a href="stat_tut/weg/error_eg.html">Error Handling
+<dd><dl><dt><a href="stat_tut/weg/nccs_eg/nccs_power_eg.html">
+ Tables of the power function of the χ2 test.</a></dt></dl></dd>
+<dt><a href="stat_tut/weg/error_eg.html"> Error Handling
 Example</a></dt>
-<dt><a href="stat_tut/weg/find_eg.html">Find Location
+<dt><a href="stat_tut/weg/find_eg.html"> Find Location
 and Scale Examples</a></dt>
<dd><dl>
-<dt><a href="stat_tut/weg/find_eg/find_location_eg.html">Find
- Location (Mean) Example</a></dt>
-<dt><a href="stat_tut/weg/find_eg/find_scale_eg.html">Find
- Scale (Standard Deviation) Example</a></dt>
-<dt><a href="stat_tut/weg/find_eg/find_mean_and_sd_eg.html">Find
- mean and standard deviation example</a></dt>
+<dt><a href="stat_tut/weg/find_eg/find_location_eg.html">
+ Find Location (Mean) Example</a></dt>
+<dt><a href="stat_tut/weg/find_eg/find_scale_eg.html">
+ Find Scale (Standard Deviation) Example</a></dt>
+<dt><a href="stat_tut/weg/find_eg/find_mean_and_sd_eg.html">
+ Find mean and standard deviation example</a></dt>
</dl></dd>
-<dt><a href="stat_tut/weg/nag_library.html">Comparison
+<dt><a href="stat_tut/weg/nag_library.html"> Comparison
 with C, R, FORTRAN-style Free Functions</a></dt>
-<dt><a href="stat_tut/weg/c_sharp.html">Using the
+<dt><a href="stat_tut/weg/c_sharp.html"> Using the
 Distributions from Within C#</a></dt>
</dl></dd>
-<dt><a href="stat_tut/variates.html">Random Variates
+<dt><a href="stat_tut/variates.html"> Random Variates
 and Distribution Parameters</a></dt>
-<dt><a href="stat_tut/dist_params.html">Discrete Probability
+<dt><a href="stat_tut/dist_params.html"> Discrete Probability
 Distributions</a></dt>
</dl></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.dist_params"></a><a class="link" href="dist_params.html" title="Discrete Probability Distributions">Discrete Probability
+<a name="math_toolkit.dist.stat_tut.dist_params"></a><a class="link" href="dist_params.html" title="Discrete Probability Distributions"> Discrete Probability
Distributions</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,22 +24,23 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.overview"></a><a class="link" href="overview.html" title="Overview of Distributions">Overview of Distributions</a>
+<a name="math_toolkit.dist.stat_tut.overview"></a><a class="link" href="overview.html" title="Overview of Distributions"> Overview of Distributions</a>
</h4></div></div></div>
<div class="toc"><dl>
-<dt><a href="overview/headers.html">Headers
+<dt><a href="overview/headers.html"> Headers
 and Namespaces</a></dt>
-<dt><a href="overview/objects.html">Distributions
+<dt><a href="overview/objects.html"> Distributions
 are Objects</a></dt>
-<dt><a href="overview/generic.html">Generic
+<dt><a href="overview/generic.html"> Generic
 operations common to all distributions are non-member functions</a></dt>
-<dt><a href="overview/complements.html">Complements
- are supported too - and when to use them</a></dt>
-<dt><a href="overview/parameters.html">Parameters
- can be calculated</a></dt>
-<dt>Summary</dt>
+<dt><a href="overview/complements.html">
+ Complements are supported too - and when to use them</a></dt>
+<dt><a href="overview/parameters.html">
+ Parameters can be calculated</a></dt>
+<dt> Summary</dt>
</dl></div>
-<a name="complements"></a>
+<a name="complements"></a>
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.overview.complements"></a><a class="link" href="complements.html" title="Complements are supported too - and when to use them">Complements
- are supported too - and when to use them</a>
+<a name="math_toolkit.dist.stat_tut.overview.complements"></a><a class="link" href="complements.html" title="Complements are supported too - and when to use them">
+ Complements are supported too - and when to use them</a>
</h5></div></div></div>

 Often you don't want the value of the CDF, but its complement, which
@@ -70,6 +70,8 @@
</tr>
<tr><td align="left" valign="top">

+ 
+
 Critical values are just quantiles
 

@@ -103,13 +105,17 @@
 
</td></tr>
</table></div>
-<a name="why_complements"></a><div class="tip"><table border="0" summary="Tip">
+<a name="why_complements"></a>
+ 
+<div class="tip"><table border="0" summary="Tip">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Tip]" src="../../../../../../../../../doc/src/images/tip.png"></td>
<th align="left">Tip</th>
</tr>
<tr><td align="left" valign="top">

+ 
+
 Why bother with complements anyway?
 

@@ -180,6 +186,8 @@
 This assumes that the 0.00001 value is either a constant, or can be
 computed by some manner other than subtracting 0.99999 from 1.
 
+
+ 
</td></tr>
</table></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.overview.generic"></a><a class="link" href="generic.html" title="Generic operations common to all distributions are non-member functions">Generic
+<a name="math_toolkit.dist.stat_tut.overview.generic"></a><a class="link" href="generic.html" title="Generic operations common to all distributions are non-member functions"> Generic
 operations common to all distributions are non-member functions</a>
</h5></div></div></div>

@@ -59,6 +59,8 @@
</tr>
<tr><td align="left" valign="top">

+ 
+
 Random numbers that approximate Quantiles of
 Distributions
 
@@ -100,6 +102,8 @@
</tr>
<tr><td align="left" valign="top">

+ 
+
 Random Variates and Distribution Parameters
 

@@ -190,6 +194,8 @@
</tr>
<tr><td align="left" valign="top">

+ 
+
 Discrete Probability Distributions

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.overview.headers"></a><a class="link" href="headers.html" title="Headers and Namespaces">Headers
+<a name="math_toolkit.dist.stat_tut.overview.headers"></a><a class="link" href="headers.html" title="Headers and Namespaces"> Headers
and Namespaces</a>
</h5></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.overview.objects"></a><a class="link" href="objects.html" title="Distributions are Objects">Distributions
+<a name="math_toolkit.dist.stat_tut.overview.objects"></a><a class="link" href="objects.html" title="Distributions are Objects"> Distributions
are Objects</a>
</h5></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.overview.parameters"></a><a class="link" href="parameters.html" title="Parameters can be calculated">Parameters
- can be calculated</a>
+<a name="math_toolkit.dist.stat_tut.overview.parameters"></a><a class="link" href="parameters.html" title="Parameters can be calculated">
+ Parameters can be calculated</a>
</h5></div></div></div>

Sometimes it's the parameters that define the distribution that you need

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.overview.summary"></a><a class="link" href="summary.html" title="Summary">Summary</a>
+<a name="math_toolkit.dist.stat_tut.overview.summary"></a><a class="link" href="summary.html" title="Summary"> Summary</a>
</h5></div></div></div>
<div class="itemizedlist"><ul type="disc">
<li>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.variates"></a><a class="link" href="variates.html" title="Random Variates and Distribution Parameters">Random Variates
+<a name="math_toolkit.dist.stat_tut.variates"></a><a class="link" href="variates.html" title="Random Variates and Distribution Parameters"> Random Variates
and Distribution Parameters</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,90 +24,96 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.weg"></a><a class="link" href="weg.html" title="Worked Examples">Worked Examples</a>
+<a name="math_toolkit.dist.stat_tut.weg"></a><a class="link" href="weg.html" title="Worked Examples"> Worked Examples</a>
</h4></div></div></div>
<div class="toc"><dl>
-<dt><a href="weg/dist_construct_eg.html">Distribution
- Construction Example</a></dt>
-<dt><a href="weg/st_eg.html">Student's t
- Distribution Examples</a></dt>
+<dt><a href="weg/dist_construct_eg.html">
+ Distribution Construction Example</a></dt>
+<dt><a href="weg/st_eg.html"> Student's
+ t Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="weg/st_eg/tut_mean_intervals.html">Calculating
- confidence intervals on the mean with the Students-t distribution</a></dt>
-<dt><a href="weg/st_eg/tut_mean_test.html">Testing
- a sample mean for difference from a "true" mean</a></dt>
-<dt><a href="weg/st_eg/tut_mean_size.html">Estimating
- how large a sample size would have to become in order to give a significant
- Students-t test result with a single sample test</a></dt>
-<dt><a href="weg/st_eg/two_sample_students_t.html">Comparing
- the means of two samples with the Students-t test</a></dt>
-<dt><a href="weg/st_eg/paired_st.html">Comparing
- two paired samples with the Student's t distribution</a></dt>
+<dt><a href="weg/st_eg/tut_mean_intervals.html">
+ Calculating confidence intervals on the mean with the Students-t distribution</a></dt>
+<dt><a href="weg/st_eg/tut_mean_test.html">
+ Testing a sample mean for difference from a "true" mean</a></dt>
+<dt><a href="weg/st_eg/tut_mean_size.html">
+ Estimating how large a sample size would have to become in order to give
+ a significant Students-t test result with a single sample test</a></dt>
+<dt><a href="weg/st_eg/two_sample_students_t.html">
+ Comparing the means of two samples with the Students-t test</a></dt>
+<dt><a href="weg/st_eg/paired_st.html">
+ Comparing two paired samples with the Student's t distribution</a></dt>
</dl></dd>
-<dt><a href="weg/cs_eg.html">Chi Squared
+<dt><a href="weg/cs_eg.html"> Chi Squared
 Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="weg/cs_eg/chi_sq_intervals.html">Confidence
- Intervals on the Standard Deviation</a></dt>
-<dt><a href="weg/cs_eg/chi_sq_test.html">Chi-Square
- Test for the Standard Deviation</a></dt>
-<dt><a href="weg/cs_eg/chi_sq_size.html">Estimating
- the Required Sample Sizes for a Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="weg/cs_eg/chi_sq_intervals.html">
+ Confidence Intervals on the Standard Deviation</a></dt>
+<dt><a href="weg/cs_eg/chi_sq_test.html">
+ Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="weg/cs_eg/chi_sq_size.html">
+ Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
+ Deviation</a></dt>
</dl></dd>
-<dt><a href="weg/f_eg.html">F Distribution
+<dt><a href="weg/f_eg.html"> F Distribution
 Examples</a></dt>
-<dt><a href="weg/binom_eg.html">Binomial
+<dt><a href="weg/binom_eg.html"> Binomial
 Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="weg/binom_eg/binomial_coinflip_example.html">Binomial
- Coin-Flipping Example</a></dt>
-<dt><a href="weg/binom_eg/binomial_quiz_example.html">Binomial
- Quiz Example</a></dt>
-<dt><a href="weg/binom_eg/binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for a Binomial Distribution</a></dt>
-<dt><a href="weg/binom_eg/binom_size_eg.html">Estimating
- Sample Sizes for a Binomial Distribution.</a></dt>
+<dt><a href="weg/binom_eg/binomial_coinflip_example.html">
+ Binomial Coin-Flipping Example</a></dt>
+<dt><a href="weg/binom_eg/binomial_quiz_example.html">
+ Binomial Quiz Example</a></dt>
+<dt><a href="weg/binom_eg/binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
+ Distribution</a></dt>
+<dt><a href="weg/binom_eg/binom_size_eg.html">
+ Estimating Sample Sizes for a Binomial Distribution.</a></dt>
</dl></dd>
-<dt><a href="weg/geometric_eg.html">Geometric
+<dt><a href="weg/geometric_eg.html"> Geometric
 Distribution Examples</a></dt>
-<dt><a href="weg/neg_binom_eg.html">Negative
+<dt><a href="weg/neg_binom_eg.html"> Negative
 Binomial Distribution Examples</a></dt>
<dd><dl>
-<dt><a href="weg/neg_binom_eg/neg_binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for the Negative Binomial
- Distribution</a></dt>
-<dt><a href="weg/neg_binom_eg/neg_binom_size_eg.html">Estimating
- Sample Sizes for the Negative Binomial.</a></dt>
-<dt><a href="weg/neg_binom_eg/negative_binomial_example1.html">Negative
- Binomial Sales Quota Example.</a></dt>
-<dt><a href="weg/neg_binom_eg/negative_binomial_example2.html">Negative
- Binomial Table Printing Example.</a></dt>
+<dt><a href="weg/neg_binom_eg/neg_binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for the
+ Negative Binomial Distribution</a></dt>
+<dt><a href="weg/neg_binom_eg/neg_binom_size_eg.html">
+ Estimating Sample Sizes for the Negative Binomial.</a></dt>
+<dt><a href="weg/neg_binom_eg/negative_binomial_example1.html">
+ Negative Binomial Sales Quota Example.</a></dt>
+<dt><a href="weg/neg_binom_eg/negative_binomial_example2.html">
+ Negative Binomial Table Printing Example.</a></dt>
</dl></dd>
-<dt><a href="weg/normal_example.html">Normal
+<dt><a href="weg/normal_example.html"> Normal
 Distribution Examples</a></dt>
-<dd><dl><dt><a href="weg/normal_example/normal_misc.html">Some
- Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></dd>
-<dt><a href="weg/nccs_eg.html">Non Central
+<dd><dl><dt><a href="weg/normal_example/normal_misc.html">
+ Some Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></dd>
+<dt><a href="weg/nccs_eg.html"> Non Central
 Chi Squared Example</a></dt>
-<dd><dl><dt><a href="weg/nccs_eg/nccs_power_eg.html">Tables
- of the power function of the χ2 test.</a></dt></dl></dd>
-<dt><a href="weg/error_eg.html">Error Handling
+<dd><dl><dt><a href="weg/nccs_eg/nccs_power_eg.html">
+ Tables of the power function of the χ2 test.</a></dt></dl></dd>
+<dt><a href="weg/error_eg.html"> Error Handling
 Example</a></dt>
-<dt><a href="weg/find_eg.html">Find Location
+<dt><a href="weg/find_eg.html"> Find Location
 and Scale Examples</a></dt>
<dd><dl>
-<dt><a href="weg/find_eg/find_location_eg.html">Find
- Location (Mean) Example</a></dt>
-<dt><a href="weg/find_eg/find_scale_eg.html">Find
- Scale (Standard Deviation) Example</a></dt>
-<dt><a href="weg/find_eg/find_mean_and_sd_eg.html">Find
- mean and standard deviation example</a></dt>
+<dt><a href="weg/find_eg/find_location_eg.html">
+ Find Location (Mean) Example</a></dt>
+<dt><a href="weg/find_eg/find_scale_eg.html">
+ Find Scale (Standard Deviation) Example</a></dt>
+<dt><a href="weg/find_eg/find_mean_and_sd_eg.html">
+ Find mean and standard deviation example</a></dt>
</dl></dd>
-<dt><a href="weg/nag_library.html">Comparison
+<dt><a href="weg/nag_library.html"> Comparison
 with C, R, FORTRAN-style Free Functions</a></dt>
-<dt><a href="weg/c_sharp.html">Using the
+<dt><a href="weg/c_sharp.html"> Using the
 Distributions from Within C#</a></dt>
</dl></div>
+
+ 
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,18 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg"></a><a class="link" href="binom_eg.html" title="Binomial Distribution Examples">Binomial
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg"></a><a class="link" href="binom_eg.html" title="Binomial Distribution Examples"> Binomial
Distribution Examples</a>
</h5></div></div></div>
<div class="toc"><dl>
-<dt><a href="binom_eg/binomial_coinflip_example.html">Binomial
- Coin-Flipping Example</a></dt>
-<dt><a href="binom_eg/binomial_quiz_example.html">Binomial
- Quiz Example</a></dt>
-<dt><a href="binom_eg/binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for a Binomial Distribution</a></dt>
-<dt><a href="binom_eg/binom_size_eg.html">Estimating
- Sample Sizes for a Binomial Distribution.</a></dt>
+<dt><a href="binom_eg/binomial_coinflip_example.html">
+ Binomial Coin-Flipping Example</a></dt>
+<dt><a href="binom_eg/binomial_quiz_example.html">
+ Binomial Quiz Example</a></dt>
+<dt><a href="binom_eg/binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
+ Distribution</a></dt>
+<dt><a href="binom_eg/binom_size_eg.html">
+ Estimating Sample Sizes for a Binomial Distribution.</a></dt>
</dl></div>

See also the reference documentation for the <a class="link" href="../../dist_ref/dists/binomial_dist.html" title="Binomial Distribution">Binomial

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,9 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_conf"></a><a class="link" href="binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">Calculating
- Confidence Limits on the Frequency of Occurrence for a Binomial Distribution</a>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_conf"></a><a class="link" href="binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">
+ Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
+ Distribution</a>
</h6></div></div></div>

Imagine you have a process that follows a binomial distribution: for

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_size_eg"></a><a class="link" href="binom_size_eg.html" title="Estimating Sample Sizes for a Binomial Distribution.">Estimating
- Sample Sizes for a Binomial Distribution.</a>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_size_eg"></a><a class="link" href="binom_size_eg.html" title="Estimating Sample Sizes for a Binomial Distribution.">
+ Estimating Sample Sizes for a Binomial Distribution.</a>
</h6></div></div></div>

Imagine you have a critical component that you know will fail in 1

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,36 +24,48 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_coinflip_example"></a><a class="link" href="binomial_coinflip_example.html" title="Binomial Coin-Flipping Example">Binomial
- Coin-Flipping Example</a>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_coinflip_example"></a><a class="link" href="binomial_coinflip_example.html" title="Binomial Coin-Flipping Example">
+ Binomial Coin-Flipping Example</a>
</h6></div></div></div>

- An example of a <a href="http://en.wikipedia.org/wiki/Bernoulli_process" target="_top">Bernoulli
- process</a> is coin flipping. A variable in such a sequence may
- be called a Bernoulli variable.
- 
+ 

- This example shows using the Binomial distribution to predict the probability
- of heads and tails when throwing a coin.
- 
+ An example of a <a href="http://en.wikipedia.org/wiki/Bernoulli_process" target="_top">Bernoulli
+ process</a> is coin flipping. A variable in such a sequence may
+ be called a Bernoulli variable.
+ 

- The number of correct answers (say heads), X, is distributed as a binomial
- random variable with binomial distribution parameters number of trials
- (flips) n = 10 and probability (success_fraction) of getting a head
- p = 0.5 (a 'fair' coin).
- 
+ 

- (Our coin is assumed fair, but we could easily change the success_fraction
- parameter p from 0.5 to some other value to simulate an unfair coin,
- say 0.6 for one with chewing gum on the tail, so it is more likely
- to fall tails down and heads up).
- 
+ This example shows using the Binomial distribution to predict the
+ probability of heads and tails when throwing a coin.
+ 

- First we need some includes and using statements to be able to use
- the binomial distribution, some std input and output, and get started:
- 
+ 

-
+ The number of correct answers (say heads), X, is distributed as a
+ binomial random variable with binomial distribution parameters number
+ of trials (flips) n = 10 and probability (success_fraction) of getting
+ a head p = 0.5 (a 'fair' coin).
+ 
+
+ 
+
+ (Our coin is assumed fair, but we could easily change the success_fraction
+ parameter p from 0.5 to some other value to simulate an unfair coin,
+ say 0.6 for one with chewing gum on the tail, so it is more likely
+ to fall tails down and heads up).
+ 
+
+ 
+
+ First we need some includes and using statements to be able to use
+ the binomial distribution, some std input and output, and get started:
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/binomial.hpp>
 using boost::math::binomial;
@@ -69,17 +81,23 @@
 try
 {</pre>

- 
+ 

- See note <a class="link" href="binomial_coinflip_example.html#coinflip_eg_catch">with the catch block</a>
- about why a try and catch block is always a good idea.
- 
+ 

- First, construct a binomial distribution with parameters success_fraction
- 1/2, and how many flips.
- 
+ See note <a class="link" href="binomial_coinflip_example.html#coinflip_eg_catch">with the catch block</a>
+ about why a try and catch block is always a good idea.
+ 

-
+ 
+
+ First, construct a binomial distribution with parameters success_fraction
+ 1/2, and how many flips.
+ 
+
+ 
+
+

<pre class="programlisting">const double success_fraction = 0.5; // = 50% = 1/2 for a 'fair' coin.
int flips = 10;
@@ -87,12 +105,16 @@

cout.precision(4);</pre>

- 
+ 

- Then some examples of using Binomial moments (and echoing the parameters).
- 
+ 

-
+ Then some examples of using Binomial moments (and echoing the parameters).
+ 
+
+ 
+
+

<pre class="programlisting">cout << "From " << flips << " one can expect to get on average "
 << mean(flip) << " heads (or tails)." << endl;
@@ -108,104 +130,141 @@
cout << "Skewness if success_fraction is " << flip.success_fraction()
 << " is " << skewness(flip) << endl << endl; // Expect zero for a 'fair' coin.</pre>

- 
+ 

- Now we show a variety of predictions on the probability of heads:
- 
+ 

-
+ Now we show a variety of predictions on the probability of heads:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "For " << flip.trials() << " coin flips: " << endl;
cout << "Probability of getting no heads is " << pdf(flip, 0) << endl;
cout << "Probability of getting at least one head is " << 1. - pdf(flip, 0) << endl;</pre>

- 
+ 

- When we want to calculate the probability for a range or values we
- can sum the PDF's:
- 
+ 

-
+ When we want to calculate the probability for a range or values we
+ can sum the PDF's:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting 0 or 1 heads is "
 << pdf(flip, 0) + pdf(flip, 1) << endl; // sum of exactly == probabilities</pre>

- 
+ 

- Or we can use the cdf.
- 
+ 

-
+ Or we can use the cdf.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting 0 or 1 (<= 1) heads is " << cdf(flip, 1) << endl;
cout << "Probability of getting 9 or 10 heads is " << pdf(flip, 9) + pdf(flip, 10) << endl;</pre>

- 
+ 

- Note that using
- 
+ 

-
+ Note that using
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting 9 or 10 heads is " << 1. - cdf(flip, 8) << endl;</pre>

- 
+ 

- is less accurate than using the complement
- 
+ 

-
+ is less accurate than using the complement
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting 9 or 10 heads is " << cdf(complement(flip, 8)) << endl;</pre>

- 
+ 

- Since the subtraction may involve <a href="http://docs.sun.com/source/806-3568/ncg_goldberg.html" target="_top">cancellation
- error</a>, where as <code class="computeroutput">cdf(complement(flip, 8))</code>
- does not use such a subtraction internally, and so does not exhibit
- the problem.
- 
+ 

- To get the probability for a range of heads, we can either add the
- pdfs for each number of heads
- 
+ Since the subtraction may involve <a href="http://docs.sun.com/source/806-3568/ncg_goldberg.html" target="_top">cancellation
+ error</a>, where as <code class="computeroutput">cdf(complement(flip, 8))</code> does not use such a subtraction
+ internally, and so does not exhibit the problem.
+ 

-
+ 
+
+ To get the probability for a range of heads, we can either add the
+ pdfs for each number of heads
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of between 4 and 6 heads (4 or 5 or 6) is "
 // P(X == 4) + P(X == 5) + P(X == 6)
 << pdf(flip, 4) + pdf(flip, 5) + pdf(flip, 6) << endl;</pre>

- 
+ 

- But this is probably less efficient than using the cdf
- 
+ 

-
+ But this is probably less efficient than using the cdf
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of between 4 and 6 heads (4 or 5 or 6) is "
 // P(X <= 6) - P(X <= 3) == P(X < 4)
 << cdf(flip, 6) - cdf(flip, 3) << endl;</pre>

- 
+ 

- Certainly for a bigger range like, 3 to 7
- 
+ 

-
+ Certainly for a bigger range like, 3 to 7
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of between 3 and 7 heads (3, 4, 5, 6 or 7) is "
 // P(X <= 7) - P(X <= 2) == P(X < 3)
 << cdf(flip, 7) - cdf(flip, 2) << endl;
cout << endl;</pre>

- 
+ 

- Finally, print two tables of probability for the exactly
- and at least a number of heads.
- 
+ 

-
+ Finally, print two tables of probability for the exactly
+ and at least a number of heads.
+ 
+
+ 
+
+

<pre class="programlisting">// Print a table of probability for the exactly a number of heads.
cout << "Probability of getting exactly (==) heads" << endl;
@@ -229,42 +288,58 @@
 << probability * 100. << "%"<< endl;
} // for i</pre>

- 
+ 

- The last (0 to 10 heads) must, of course, be 100% probability.
- 
+ 

-
+ The last (0 to 10 heads) must, of course, be 100% probability.
+ 
+
+ 
+
+

<pre class="programlisting">}
catch(const std::exception& e)
{
 //</pre>

- 
-<a name="coinflip_eg_catch"></a>
- It is always essential to include try & catch blocks because default
- policies are to throw exceptions on arguments that are out of domain
- or cause errors like numeric-overflow.
- 
+ 

- Lacking try & catch blocks, the program will abort, whereas the
- message below from the thrown exception will give some helpful clues
- as to the cause of the problem.
- 
+ <a name="coinflip_eg_catch"></a>
+ 

-
+ It is always essential to include try & catch blocks because
+ default policies are to throw exceptions on arguments that are out
+ of domain or cause errors like numeric-overflow.
+ 
+
+ 
+
+ Lacking try & catch blocks, the program will abort, whereas the
+ message below from the thrown exception will give some helpful clues
+ as to the cause of the problem.
+ 
+
+ 
+
+

<pre class="programlisting"> std::cout <<
 "\n""Message from thrown exception was:\n " << e.what() << std::endl;
}
</pre>

+ 
+
 

 See binomial_coinflip_example.cpp
 for full source code, the program output looks like this:
 
+
+
+
<pre class="programlisting">Using Binomial distribution to predict how many heads and tails.
From 10 one can expect to get on average 5 heads (or tails).
Mode is 5
@@ -311,6 +386,8 @@
9 0.999 or 1 in 1.001, or 99.9%
10 1 or 1 in 1, or 100%
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,27 +24,33 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example"></a><a class="link" href="binomial_quiz_example.html" title="Binomial Quiz Example">Binomial
- Quiz Example</a>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example"></a><a class="link" href="binomial_quiz_example.html" title="Binomial Quiz Example">
+ Binomial Quiz Example</a>
</h6></div></div></div>

- A multiple choice test has four possible answers to each of 16 questions.
- A student guesses the answer to each question, so the probability of
- getting a correct answer on any given question is one in four, a quarter,
- 1/4, 25% or fraction 0.25. The conditions of the binomial experiment
- are assumed to be met: n = 16 questions constitute the trials; each
- question results in one of two possible outcomes (correct or incorrect);
- the probability of being correct is 0.25 and is constant if no knowledge
- about the subject is assumed; the questions are answered independently
- if the student's answer to a question in no way influences his/her
- answer to another question.
- 
+ 

- First, we need to be able to use the binomial distribution constructor
- (and some std input/output, of course).
- 
+ A multiple choice test has four possible answers to each of 16 questions.
+ A student guesses the answer to each question, so the probability
+ of getting a correct answer on any given question is one in four,
+ a quarter, 1/4, 25% or fraction 0.25. The conditions of the binomial
+ experiment are assumed to be met: n = 16 questions constitute the
+ trials; each question results in one of two possible outcomes (correct
+ or incorrect); the probability of being correct is 0.25 and is constant
+ if no knowledge about the subject is assumed; the questions are answered
+ independently if the student's answer to a question in no way influences
+ his/her answer to another question.
+ 
+
+ 
+
+ First, we need to be able to use the binomial distribution constructor
+ (and some std input/output, of course).
+ 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/binomial.hpp>
 using boost::math::binomial;
@@ -60,38 +66,50 @@

</pre>

- 
+ 

- The number of correct answers, X, is distributed as a binomial random
- variable with binomial distribution parameters: questions n and success
- fraction probability p. So we construct a binomial distribution:
- 
+ 

-
+ The number of correct answers, X, is distributed as a binomial random
+ variable with binomial distribution parameters: questions n and success
+ fraction probability p. So we construct a binomial distribution:
+ 
+
+ 
+
+

<pre class="programlisting">int questions = 16; // All the questions in the quiz.
int answers = 4; // Possible answers to each question.
double success_fraction = 1. / answers; // If a random guess, p = 1/4 = 0.25.
binomial quiz(questions, success_fraction);</pre>

- 
+ 

- and display the distribution parameters we used thus:
- 
+ 

-
+ and display the distribution parameters we used thus:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "In a quiz with " << quiz.trials()
 << " questions and with a probability of guessing right of "
 << quiz.success_fraction() * 100 << " %"
 << " or 1 in " << static_cast<int>(1. / quiz.success_fraction()) << endl;</pre>

- 
+ 

- Show a few probabilities of just guessing:
- 
+ 

-
+ Show a few probabilities of just guessing:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting none right is " << pdf(quiz, 0) << endl; // 0.010023
cout << "Probability of getting exactly one right is " << pdf(quiz, 1) << endl;
@@ -102,7 +120,10 @@
cout << "Probability of getting all " << questions << " answers right by chance is "
 << pdf(quiz, questions) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting none right is 0.0100226
Probability of getting exactly one right is 0.0534538
Probability of getting exactly two right is 0.133635
@@ -110,13 +131,20 @@
Probability of getting exactly all 16 answers right by chance is 2.32831e-010
</pre>

- These don't give any encouragement to guessers!
- 
+ 

- We can tabulate the 'getting exactly right' ( == ) probabilities thus:
- 
+ These don't give any encouragement to guessers!
+ 

-
+ 
+
+ We can tabulate the 'getting exactly right' ( == ) probabilities
+ thus:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "\n" "Guessed Probability" << right << endl;
for (int successes = 0; successes <= questions; successes++)
@@ -126,7 +154,10 @@
}
cout << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Guessed Probability
 0 0.0100226
 1 0.0534538
@@ -147,101 +178,152 @@
16 2.32831e-010
</pre>

- Then we can add the probabilities of some 'exactly right' like this:
- 
+ 

-
+ Then we can add the probabilities of some 'exactly right' like this:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting none or one right is " << pdf(quiz, 0) + pdf(quiz, 1) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting none or one right is 0.0634764
</pre>

- But if more than a couple of scores are involved, it is more convenient
- (and may be more accurate) to use the Cumulative Distribution Function
- (cdf) instead:
- 
+ 

-
+ But if more than a couple of scores are involved, it is more convenient
+ (and may be more accurate) to use the Cumulative Distribution Function
+ (cdf) instead:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting none or one right is " << cdf(quiz, 1) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting none or one right is 0.0634764
</pre>

- Since the cdf is inclusive, we can get the probability of getting up
- to 10 right ( <= )
- 
+ 

-
+ Since the cdf is inclusive, we can get the probability of getting
+ up to 10 right ( <= )
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting <= 10 right (to fail) is " << cdf(quiz, 10) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting <= 10 right (to fail) is 0.999715
</pre>

- To get the probability of getting 11 or more right (to pass), it is
- tempting to use
+ 
+
+ To get the probability of getting 11 or more right (to pass), it
+ is tempting to use

<pre class="programlisting">1 - cdf(quiz, 10)</pre>

- to get the probability of > 10
- 
+ to get the probability of > 10
+ 

-
+ 
+
+

<pre class="programlisting">cout << "Probability of getting > 10 right (to pass) is " << 1 - cdf(quiz, 10) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting > 10 right (to pass) is 0.000285239
</pre>

- But this should be resisted in favor of using the complement function.
- <a class="link" href="../../overview/complements.html#why_complements">Why complements?</a>
- 
+ 

-
+ But this should be resisted in favor of using the complement function.
+ <a class="link" href="../../overview/complements.html#why_complements">Why complements?</a>
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting > 10 right (to pass) is " << cdf(complement(quiz, 10)) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting > 10 right (to pass) is 0.000285239
</pre>

- And we can check that these two, <= 10 and > 10, add up to unity.
- 
+ 

-
+ And we can check that these two, <= 10 and > 10, add up to
+ unity.
+ 
+
+ 
+
+

<pre class="programlisting">BOOST_ASSERT((cdf(quiz, 10) + cdf(complement(quiz, 10))) == 1.);</pre>

- 
+ 

- If we want a < rather than a <= test, because the CDF is inclusive,
- we must subtract one from the score.
- 
+ 

-
+ If we want a < rather than a <= test, because the CDF is inclusive,
+ we must subtract one from the score.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting less than " << pass_score
 << " (< " << pass_score << ") answers right by guessing is "
 << cdf(quiz, pass_score -1) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting less than 11 (< 11) answers right by guessing is 0.999715
</pre>

- and similarly to get a >= rather than a > test we also need to
- subtract one from the score (and can again check the sum is unity).
- This is because if the cdf is inclusive, then
- its complement must be exclusive otherwise there
- would be one possible outcome counted twice!
- 
+ 

-
+ and similarly to get a >= rather than a > test we also need
+ to subtract one from the score (and can again check the sum is unity).
+ This is because if the cdf is inclusive, then
+ its complement must be exclusive otherwise there
+ would be one possible outcome counted twice!
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting at least " << pass_score
 << "(>= " << pass_score << ") answers right by guessing is "
@@ -250,14 +332,21 @@

BOOST_ASSERT((cdf(quiz, pass_score -1) + cdf(complement(quiz, pass_score-1))) == 1);</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting at least 11 (>= 11) answers right by guessing is 0.000285239, only 1 in 3505.83
</pre>

- Finally we can tabulate some probabilities:
- 
+ 

-
+ Finally we can tabulate some probabilities:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "\n" "At most (<=)""\n""Guessed OK Probability" << right << endl;
for (int score = 0; score <= questions; score++)
@@ -267,7 +356,10 @@
}
cout << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">At most (<=)
Guessed OK Probability
 0 0.01002259576
@@ -289,7 +381,9 @@
16 1
</pre>

-
+ 
+
+

<pre class="programlisting">cout << "\n" "At least (>)""\n""Guessed OK Probability" << right << endl;
for (int score = 0; score <= questions; score++)
@@ -298,7 +392,10 @@
 << cdf(complement(quiz, score)) << endl;
}</pre>

- 
+ 
+
+
+
<pre class="programlisting">At least (>)
Guessed OK Probability
 0 0.9899774042
@@ -320,15 +417,21 @@
16 0
</pre>

- We now consider the probabilities of ranges
- of correct guesses.
- 
+ 

- First, calculate the probability of getting a range of guesses right,
- by adding the exact probabilities of each from low ... high.
- 
+ We now consider the probabilities of ranges
+ of correct guesses.
+ 

-
+ 
+
+ First, calculate the probability of getting a range of guesses right,
+ by adding the exact probabilities of each from low ... high.
+ 
+
+ 
+
+

<pre class="programlisting">int low = 3; // Getting at least 3 right.
int high = 5; // Getting as most 5 right.
@@ -342,26 +445,40 @@
 << low << " and " << high << " answers right by guessing is "
 << sum << endl; // 0.61323</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting between 3 and 5 answers right by guessing is 0.6132
</pre>

- Or, usually better, we can use the difference of cdfs instead:
- 
+ 

-
+ Or, usually better, we can use the difference of cdfs instead:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability of getting between " << low << " and " << high << " answers right by guessing is "
 << cdf(quiz, high) - cdf(quiz, low - 1) << endl; // 0.61323</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting between 3 and 5 answers right by guessing is 0.6132
</pre>

- And we can also try a few more combinations of high and low choices:
- 
+ 

-
+ And we can also try a few more combinations of high and low choices:
+ 
+
+ 
+
+

<pre class="programlisting">low = 1; high = 6;
cout << "Probability of getting between " << low << " and " << high << " answers right by guessing is "
@@ -373,22 +490,32 @@
cout << "Probability of getting between " << low << " and " << high << " answers right by guessing is "
 << cdf(quiz, high) - cdf(quiz, low - 1) << endl; // 4 <= x 4 P = 0.22520</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of getting between 1 and 6 answers right by guessing is 0.9104
Probability of getting between 1 and 8 answers right by guessing is 0.9825
Probability of getting between 4 and 4 answers right by guessing is 0.2252
</pre>
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.using_binomial_distribution_moments"></a><h5>
-<a name="id924547"></a>
- <a class="link" href="binomial_quiz_example.html#math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.using_binomial_distribution_moments">Using
- Binomial distribution moments</a>
- </h5>

- Using moments of the distribution, we can say more about the spread
- of results from guessing.
- 
+ <a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.using_binomial_distribution_moments"></a>
+ 
+<h5>
+<a name="id1033847"></a>
+ <a class="link" href="binomial_quiz_example.html#math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.using_binomial_distribution_moments">Using
+ Binomial distribution moments</a>
+ </h5>
+
+ 
+
+ Using moments of the distribution, we can say more about the spread
+ of results from guessing.
+ 

-
+ 
+
+

<pre class="programlisting">cout << "By guessing, on average, one can expect to get " << mean(quiz) << " correct answers." << endl;
cout << "Standard deviation is " << standard_deviation(quiz) << endl;
@@ -398,23 +525,33 @@
cout << "Mode (the most frequent) is " << mode(quiz) << endl;
cout << "Skewness is " << skewness(quiz) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">By guessing, on average, one can expect to get 4 correct answers.
Standard deviation is 1.732
So about 2/3 will lie within 1 standard deviation and get between 3 and 5 correct.
Mode (the most frequent) is 4
Skewness is 0.2887
</pre>
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.quantiles"></a><h5>
-<a name="id924919"></a>
- <a class="link" href="binomial_quiz_example.html#math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.quantiles">Quantiles</a>
- </h5>

- The quantiles (percentiles or percentage points) for a few probability
- levels:
- 
+ <a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.quantiles"></a>
+ 
+<h5>
+<a name="id1034282"></a>
+ <a class="link" href="binomial_quiz_example.html#math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.quantiles">Quantiles</a>
+ </h5>
+
+ 
+
+ The quantiles (percentiles or percentage points) for a few probability
+ levels:
+ 

-
+ 
+
+

<pre class="programlisting">cout << "Quartiles " << quantile(quiz, 0.25) << " to "
 << quantile(complement(quiz, 0.25)) << endl; // Quartiles
@@ -432,11 +569,16 @@
cout << "If guessing then percentiles 1 to 99% will get " << quantile(quiz, 0.01)
 << " to " << quantile(complement(quiz, 0.01)) << " right." << endl;</pre>

- 
+ 

- Notice that these output integral values because the default policy
- is <code class="computeroutput">integer_round_outwards</code>.
- 
+ 
+
+ Notice that these output integral values because the default policy
+ is <code class="computeroutput">integer_round_outwards</code>.
+ 
+
+
+
<pre class="programlisting">Quartiles 2 to 5
1 standard deviation 2 to 5
Deciles 1 to 6
@@ -445,74 +587,111 @@
2 to 98% 0 to 8
</pre>

- Quantiles values are controlled by the <a class="link" href="../../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
- quantile policy</a> chosen. The default is <code class="computeroutput">integer_round_outwards</code>,
- so the lower quantile is rounded down, and the upper quantile is rounded
- up.
- 
+ 

- But we might believe that the real values tell us a little more - see
- <a class="link" href="../../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
- Discrete Quantile Policy</a>.
- 
+ Quantiles values are controlled by the <a class="link" href="../../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
+ quantile policy</a> chosen. The default is <code class="computeroutput">integer_round_outwards</code>,
+ so the lower quantile is rounded down, and the upper quantile is
+ rounded up.
+ 
+
+ 
+
+ But we might believe that the real values tell us a little more -
+ see <a class="link" href="../../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
+ Discrete Quantile Policy</a>.
+ 
+
+ 
+
+ We could control the policy for all
+ distributions by
+ 

- We could control the policy for all
- distributions by
- 
+
+
<pre class="programlisting">#define BOOST_MATH_DISCRETE_QUANTILE_POLICY real

at the head of the program would make this policy apply
</pre>

- to this one, and only, translation
- unit.
- 
+ 

- Or we can now create a (typedef for) policy that has discrete quantiles
- real (here avoiding any 'using namespaces ...' statements):
- 
+ #define BOOST_MATH_DISCRETE_QUANTILE_POLICY real
+ 



+<pre class="programlisting">at the head of the program would make this policy apply
+</pre>
+
+ 
+
+ at the head of the program would make this policy apply to this
+ one, and only, translation unit.
+ 
+
+ 
+
+ Or we can now create a (typedef for) policy that has discrete quantiles
+ real (here avoiding any 'using namespaces ...' statements):
+ 
+
+ 
+
+
+
<pre class="programlisting">using boost::math::policies::policy;
using boost::math::policies::discrete_quantile;
using boost::math::policies::real;
using boost::math::policies::integer_round_outwards; // Default.
typedef boost::math::policies::policy<discrete_quantile<real> > real_quantile_policy;</pre>

- 
+ 

- Add a custom binomial distribution called
+ 
+
+ Add a custom binomial distribution called

<pre class="programlisting">real_quantile_binomial</pre>

- that uses
+ that uses

<pre class="programlisting">real_quantile_policy</pre>

- 
+ 

-
+ 
+
+

<pre class="programlisting">using boost::math::binomial_distribution;
typedef binomial_distribution<double, real_quantile_policy> real_quantile_binomial;</pre>

- 
+ 

- Construct an object of this custom distribution:
- 
+ 

-
+ Construct an object of this custom distribution:
+ 
+
+ 
+
+

<pre class="programlisting">real_quantile_binomial quiz_real(questions, success_fraction);</pre>

- 
+ 

- And use this to show some quantiles - that now have real rather than
- integer values.
- 
+ 

-
+ And use this to show some quantiles - that now have real rather than
+ integer values.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Quartiles " << quantile(quiz, 0.25) << " to "
 << quantile(complement(quiz_real, 0.25)) << endl; // Quartiles 2 to 4.6212
@@ -530,7 +709,10 @@
cout << "If guessing, then percentiles 1 to 99% will get " << quantile(quiz_real, 0.01)
 << " to " << quantile(complement(quiz_real, 0.01)) << " right." << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Real Quantiles
Quartiles 2 to 4.621
1 standard deviation 2.665 to 4.194
@@ -541,6 +723,8 @@
If guessing then percentiles 1 to 99% will get 0 to 7.788 right.
</pre>

+ 
+
 See binomial_quiz_example.cpp
 for full source code and output.

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.c_sharp"></a><a class="link" href="c_sharp.html" title="Using the Distributions from Within C#">Using the
+<a name="math_toolkit.dist.stat_tut.weg.c_sharp"></a><a class="link" href="c_sharp.html" title="Using the Distributions from Within C#"> Using the
Distributions from Within C#</a>
</h5></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,16 +24,17 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg"></a><a class="link" href="cs_eg.html" title="Chi Squared Distribution Examples">Chi Squared
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg"></a><a class="link" href="cs_eg.html" title="Chi Squared Distribution Examples"> Chi Squared
Distribution Examples</a>
</h5></div></div></div>
<div class="toc"><dl>
-<dt><a href="cs_eg/chi_sq_intervals.html">Confidence
- Intervals on the Standard Deviation</a></dt>
-<dt><a href="cs_eg/chi_sq_test.html">Chi-Square
- Test for the Standard Deviation</a></dt>
-<dt><a href="cs_eg/chi_sq_size.html">Estimating
- the Required Sample Sizes for a Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="cs_eg/chi_sq_intervals.html">
+ Confidence Intervals on the Standard Deviation</a></dt>
+<dt><a href="cs_eg/chi_sq_test.html">
+ Chi-Square Test for the Standard Deviation</a></dt>
+<dt><a href="cs_eg/chi_sq_size.html">
+ Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
+ Deviation</a></dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals"></a><a class="link" href="chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">Confidence
- Intervals on the Standard Deviation</a>
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals"></a><a class="link" href="chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">
+ Confidence Intervals on the Standard Deviation</a>
</h6></div></div></div>

 Once you have calculated the standard deviation for your data, a legitimate
@@ -139,7 +139,7 @@
 is between 0.00551 and 0.00729.
 
<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals.confidence_intervals_as_a_function_of_the_number_of_observations"></a><h5>
-<a name="id908116"></a>
+<a name="id1018612"></a>
 <a class="link" href="chi_sq_intervals.html#math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals.confidence_intervals_as_a_function_of_the_number_of_observations">Confidence
 intervals as a function of the number of observations</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,9 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_size"></a><a class="link" href="chi_sq_size.html" title="Estimating the Required Sample Sizes for a Chi-Square Test for the Standard Deviation">Estimating
- the Required Sample Sizes for a Chi-Square Test for the Standard Deviation</a>
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_size"></a><a class="link" href="chi_sq_size.html" title="Estimating the Required Sample Sizes for a Chi-Square Test for the Standard Deviation">
+ Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
+ Deviation</a>
</h6></div></div></div>

Suppose we conduct a Chi Squared test for standard deviation and the

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_test"></a><a class="link" href="chi_sq_test.html" title="Chi-Square Test for the Standard Deviation">Chi-Square
- Test for the Standard Deviation</a>
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_test"></a><a class="link" href="chi_sq_test.html" title="Chi-Square Test for the Standard Deviation">
+ Chi-Square Test for the Standard Deviation</a>
</h6></div></div></div>

We use this test to determine whether the standard deviation of a sample

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,28 +24,34 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.dist_construct_eg"></a><a class="link" href="dist_construct_eg.html" title="Distribution Construction Example">Distribution
- Construction Example</a>
+<a name="math_toolkit.dist.stat_tut.weg.dist_construct_eg"></a><a class="link" href="dist_construct_eg.html" title="Distribution Construction Example">
+ Distribution Construction Example</a>
</h5></div></div></div>

 See distribution_construction.cpp
 for full source code.
 

- The structure of distributions is rather different from some other statistical
- libraries, for example in less object-oriented language like FORTRAN
- and C, that provide a few arguments to each free function. This library
- provides each distribution as a template C++ class. A distribution is
- constructed with a few arguments, and then member and non-member functions
- are used to find values of the distribution, often a function of a random
- variate.
- 
+ 

- First we need some includes to access the negative binomial distribution
- (and the binomial, beta and gamma too).
- 
+ The structure of distributions is rather different from some other
+ statistical libraries, for example in less object-oriented language
+ like FORTRAN and C, that provide a few arguments to each free function.
+ This library provides each distribution as a template C++ class. A
+ distribution is constructed with a few arguments, and then member and
+ non-member functions are used to find values of the distribution, often
+ a function of a random variate.
+ 
+
+ 
+
+ First we need some includes to access the negative binomial distribution
+ (and the binomial, beta and gamma too).
+ 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp> // for negative_binomial_distribution
 using boost::math::negative_binomial_distribution; // default type is double.
@@ -55,167 +61,240 @@
#include <boost/math/distributions/gamma.hpp> // for gamma_distribution.
#include <boost/math/distributions/normal.hpp> // for normal_distribution.</pre>

- 
+ 

- Several examples of constructing distributions follow:
- 
+ 

- First, a negative binomial distribution with 8 successes and a success
- fraction 0.25, 25% or 1 in 4, is constructed like this:
- 
+ Several examples of constructing distributions follow:
+ 

-
+ 
+
+ First, a negative binomial distribution with 8 successes and a success
+ fraction 0.25, 25% or 1 in 4, is constructed like this:
+ 
+
+ 
+
+

<pre class="programlisting">boost::math::negative_binomial_distribution<double> mydist0(8., 0.25);</pre>

- 
+ 

- But this is inconveniently long, so we might be tempted to write
- 
+ 

-
+ But this is inconveniently long, so we might be tempted to write
+ 
+
+ 
+
+

<pre class="programlisting">using namespace boost::math;</pre>

- 
+ 

- but this might risk ambiguity with names in std random so *much better
- is explicit <code class="computeroutput">using boost::math:: </code> * ... statements like
- 
+ 

-
+ but this might risk ambiguity with names in std random so *much better
+ is explicit <code class="computeroutput">using boost::math:: </code> * ... statements like
+ 
+
+ 
+
+

<pre class="programlisting">using boost::math::negative_binomial_distribution;</pre>

- 
+ 

- and we can still reduce typing.
- 
+ 

- Since the vast majority of applications use will be using double precision,
- the template argument to the distribution (RealType) defaults to type
- double, so we can also write:
- 
+ and we can still reduce typing.
+ 

-
+ 
+
+ Since the vast majority of applications use will be using double precision,
+ the template argument to the distribution (RealType) defaults to type
+ double, so we can also write:
+ 
+
+ 
+
+

<pre class="programlisting">negative_binomial_distribution<> mydist9(8., 0.25); // Uses default RealType = double.</pre>

- 
+ 

- But the name "negative_binomial_distribution" is still inconveniently
- long, so for most distributions, a convenience typedef is provided, for
- example:
- 
+ 
+
+ But the name "negative_binomial_distribution" is still inconveniently
+ long, so for most distributions, a convenience typedef is provided,
+ for example:
+ 
+
+
+
<pre class="programlisting">typedef negative_binomial_distribution<double> negative_binomial; // Reserved name of type double.
</pre>
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/src/images/caution.png"></td>
<th align="left">Caution</th>
</tr>
<tr><td align="left" valign="top">
- This convenience typedef is not provided if a
- clash would occur with the name of a function: currently only "beta"
- and "gamma" fall into this category.
- </td></tr>
+ This convenience typedef is not provided if
+ a clash would occur with the name of a function: currently only "beta"
+ and "gamma" fall into this category.
+ </td></tr>
</table></div>

- So, after a using statement,
- 
+ 

-
+ So, after a using statement,
+ 
+
+ 
+
+

<pre class="programlisting">using boost::math::negative_binomial;</pre>

- 
+ 

- we have a convenient typedef to <code class="computeroutput">negative_binomial_distribution<double></code>:
- 
+ 

-
+ we have a convenient typedef to <code class="computeroutput">negative_binomial_distribution<double></code>:
+ 
+
+ 
+
+

<pre class="programlisting">negative_binomial mydist(8., 0.25);</pre>

- 
+ 

- Some more examples using the convenience typedef:
- 
+ 

-
+ Some more examples using the convenience typedef:
+ 
+
+ 
+
+

<pre class="programlisting">negative_binomial mydist10(5., 0.4); // Both arguments double.</pre>

- 
+ 

- And automatic conversion takes place, so you can use integers and floats:
- 
+ 

-
+ And automatic conversion takes place, so you can use integers and floats:
+ 
+
+ 
+
+

<pre class="programlisting">negative_binomial mydist11(5, 0.4); // Using provided typedef double, int and double arguments.</pre>

- 
+ 

- This is probably the most common usage.
- 
+ 

-
+ This is probably the most common usage.
+ 
+
+ 
+
+

<pre class="programlisting">negative_binomial mydist12(5., 0.4F); // Double and float arguments.
negative_binomial mydist13(5, 1); // Both arguments integer.</pre>

- 
+ 

- Similarly for most other distributions like the binomial.
- 
+ 

-
+ Similarly for most other distributions like the binomial.
+ 
+
+ 
+
+

<pre class="programlisting">binomial mybinomial(1, 0.5); // is more concise than
binomial_distribution<> mybinomd1(1, 0.5);</pre>

- 
+ 

- For cases when the typdef distribution name would clash with a math special
- function (currently only beta and gamma) the typedef is deliberately
- not provided, and the longer version of the name must be used. For example
- do not use:
- 
+ 
+
+ For cases when the typdef distribution name would clash with a math
+ special function (currently only beta and gamma) the typedef is deliberately
+ not provided, and the longer version of the name must be used. For
+ example do not use:
+ 
+
+
+
<pre class="programlisting">using boost::math::beta;
beta mybetad0(1, 0.5); // Error beta is a math FUNCTION!
</pre>

- Which produces the error messages:
- 
+ 
+
+ Which produces the error messages:
+ 
+
+
+
<pre class="programlisting">error C2146: syntax error : missing ';' before identifier 'mybetad0'
warning C4551: function call missing argument list
error C3861: 'mybetad0': identifier not found
</pre>

- Instead you should use:
- 
+ 

-
+ Instead you should use:
+ 
+
+ 
+
+

<pre class="programlisting">using boost::math::beta_distribution;
beta_distribution<> mybetad1(1, 0.5);</pre>

- 
+ 

- or for the gamma distribution:
- 
+ 

-
+ or for the gamma distribution:
+ 
+
+ 
+
+

<pre class="programlisting">gamma_distribution<> mygammad1(1, 0.5);</pre>

- 
+ 

- We can, of course, still provide the type explicitly thus:
- 
+ 

-
+ We can, of course, still provide the type explicitly thus:
+ 
+
+ 
+
+

<pre class="programlisting">// Explicit double precision:
negative_binomial_distribution<double> mydist1(8., 0.25);
@@ -238,40 +317,65 @@
// Explicit long double precision:
negative_binomial_distribution<long double> mydist7(8., 0.25);</pre>

- 
+ 

- And if you have your own RealType called MyFPType, for example NTL RR
- (an arbitrary precision type), then we can write:
- 
+ 
+
+ And if you have your own RealType called MyFPType, for example NTL
+ RR (an arbitrary precision type), then we can write:
+ 
+
+
+
<pre class="programlisting">negative_binomial_distribution<MyFPType> mydist6(8, 1); // Integer arguments -> MyFPType.
</pre>
-<a name="math_toolkit.dist.stat_tut.weg.dist_construct_eg.default_arguments_to_distribution_constructors_"></a><h6>
-<a name="id898706"></a>
- <a class="link" href="dist_construct_eg.html#math_toolkit.dist.stat_tut.weg.dist_construct_eg.default_arguments_to_distribution_constructors_">Default
- arguments to distribution constructors.</a>
- </h6>
-
- Note that default constructor arguments are only provided for some distributions.
- So if you wrongly assume a default argument you will get an error message,
- for example:
- 
+
+ <a name="math_toolkit.dist.stat_tut.weg.dist_construct_eg.default_arguments_to_distribution_constructors_"></a>
+ 
+<h6>
+<a name="id1007733"></a>
+ <a class="link" href="dist_construct_eg.html#math_toolkit.dist.stat_tut.weg.dist_construct_eg.default_arguments_to_distribution_constructors_">Default
+ arguments to distribution constructors.</a>
+ </h6>
+
+ 
+
+ Note that default constructor arguments are only provided for some
+ distributions. So if you wrongly assume a default argument you will
+ get an error message, for example:
+ 
+
+
+
<pre class="programlisting">negative_binomial_distribution<> mydist8;
</pre>
+
+
+
<pre class="programlisting">error C2512 no appropriate default constructor available.</pre>

- No default constructors are provided for the negative binomial, because
- it is difficult to chose any sensible default values for this distribution.
- For other distributions, like the normal distribution, it is obviously
- very useful to provide 'standard' defaults for the mean and standard
- deviation thus:
- 
+ 
+
+ No default constructors are provided for the negative binomial, because
+ it is difficult to chose any sensible default values for this distribution.
+ For other distributions, like the normal distribution, it is obviously
+ very useful to provide 'standard' defaults for the mean and standard
+ deviation thus:
+ 
+
+
+
<pre class="programlisting">normal_distribution(RealType mean = 0, RealType sd = 1);
</pre>

- So in this case we can write:
- 
+ 

-
+ So in this case we can write:
+ 
+
+ 
+
+

<pre class="programlisting"> using boost::math::normal;

@@ -282,9 +386,13 @@
 return 0;
} // int main()</pre>

- 
+ 
+
+ 
+
+ There is no useful output from this program, of course.
+ 

- There is no useful output from this program, of course.
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.error_eg"></a><a class="link" href="error_eg.html" title="Error Handling Example">Error Handling
+<a name="math_toolkit.dist.stat_tut.weg.error_eg"></a><a class="link" href="error_eg.html" title="Error Handling Example"> Error Handling
 Example</a>
</h5></div></div></div>

@@ -43,44 +43,69 @@
 the policy.
 

- The following example demonstrates the effect of setting the macro BOOST_MATH_DOMAIN_ERROR_POLICY
- when an invalid argument is encountered. For the purposes of this example,
- we'll pass a negative degrees of freedom parameter to the student's t
- distribution.
- 
+ 

- Since we know that this is a single file program we could just add:
- 
+ The following example demonstrates the effect of setting the macro
+ BOOST_MATH_DOMAIN_ERROR_POLICY when an invalid argument is encountered.
+ For the purposes of this example, we'll pass a negative degrees of
+ freedom parameter to the student's t distribution.
+ 
+
+ 
+
+ Since we know that this is a single file program we could just add:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY ignore_error
</pre>

- to the top of the source file to change the default policy to one that
- simply returns a NaN when a domain error occurs. Alternatively we could
- use:
- 
+ 
+
+ to the top of the source file to change the default policy to one that
+ simply returns a NaN when a domain error occurs. Alternatively we could
+ use:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY errno_on_error
</pre>

- To ensure the <code class="computeroutput">::errno</code>
- is set when a domain error occurs as well as returning a NaN.
- 
+ 

- This is safe provided the program consists of a single translation unit
- and we place the define before
- any #includes. Note that should we add the define after the includes
- then it will have no effect! A warning such as:
- 
-<pre class="programlisting">warning C4005: 'BOOST_MATH_OVERFLOW_ERROR_POLICY' : macro redefinition</pre>
+ To ensure the <code class="computeroutput">::errno</code>
+ is set when a domain error occurs as well as returning a NaN.
+ 

- is a certain sign that it will not have the desired
- effect.
- 
+ 

- We'll begin our sample program with the needed includes:
- 
+ This is safe provided the program consists of a single translation
+ unit and we place the define before
+ any #includes. Note that should we add the define after the includes
+ then it will have no effect! A warning such as:
+ 



+<pre class="programlisting">warning C4005: 'BOOST_MATH_OVERFLOW_ERROR_POLICY' : macro redefinition</pre>
+
+ 
+
+ is a certain sign that it will not have the desired
+ effect.
+ 
+
+ 
+
+ We'll begin our sample program with the needed includes:
+ 
+
+ 
+
+
+
<pre class="programlisting">// Boost
#include <boost/math/distributions/students_t.hpp>
 using boost::math::students_t; // Probability of students_t(df, t).
@@ -96,14 +121,18 @@
#include <cstddef>
 // using ::errno</pre>

- 
+ 

- Next we'll define the program's main() to call the student's t distribution
- with an invalid degrees of freedom parameter, the program is set up to
- handle either an exception or a NaN:
- 
+ 

-
+ Next we'll define the program's main() to call the student's t distribution
+ with an invalid degrees of freedom parameter, the program is set up
+ to handle either an exception or a NaN:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -139,11 +168,16 @@
 return 0;
} // int main()</pre>

- 
+ 

- Here's what the program output looks like with a default build (one that
- does throw exceptions):
- 
+ 
+
+ Here's what the program output looks like with a default build (one
+ that does throw exceptions):
+ 
+
+
+
<pre class="programlisting">Example error handling using Student's t function.
BOOST_MATH_DOMAIN_ERROR_POLICY is set to: throw_on_error

@@ -152,30 +186,52 @@
 Degrees of freedom argument is -1, but must be > 0 !
</pre>

- Alternatively let's build with:
- 
+ 
+
+ Alternatively let's build with:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY ignore_error
</pre>

- Now the program output is:
- 
+ 
+
+ Now the program output is:
+ 
+
+
+
<pre class="programlisting">Example error handling using Student's t function.
BOOST_MATH_DOMAIN_ERROR_POLICY is set to: ignore_error
cdf returned a NaN!
</pre>

- And finally let's build with:
- 
+ 
+
+ And finally let's build with:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY errno_on_error
</pre>

- Which gives the output show errno:
- 
+ 
+
+ Which gives the output show errno:
+ 
+
+
+
<pre class="programlisting">Example error handling using Student's t function.
BOOST_MATH_DOMAIN_ERROR_POLICY is set to: errno_on_error
cdf returned a NaN!
errno is set to: 33
</pre>
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/src/images/caution.png"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.f_eg"></a><a class="link" href="f_eg.html" title="F Distribution Examples">F Distribution
+<a name="math_toolkit.dist.stat_tut.weg.f_eg"></a><a class="link" href="f_eg.html" title="F Distribution Examples"> F Distribution
Examples</a>
</h5></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,16 +24,16 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.find_eg"></a><a class="link" href="find_eg.html" title="Find Location and Scale Examples">Find Location
+<a name="math_toolkit.dist.stat_tut.weg.find_eg"></a><a class="link" href="find_eg.html" title="Find Location and Scale Examples"> Find Location
and Scale Examples</a>
</h5></div></div></div>
<div class="toc"><dl>
-<dt><a href="find_eg/find_location_eg.html">Find
- Location (Mean) Example</a></dt>
-<dt><a href="find_eg/find_scale_eg.html">Find
- Scale (Standard Deviation) Example</a></dt>
-<dt><a href="find_eg/find_mean_and_sd_eg.html">Find
- mean and standard deviation example</a></dt>
+<dt><a href="find_eg/find_location_eg.html">
+ Find Location (Mean) Example</a></dt>
+<dt><a href="find_eg/find_scale_eg.html">
+ Find Scale (Standard Deviation) Example</a></dt>
+<dt><a href="find_eg/find_mean_and_sd_eg.html">
+ Find mean and standard deviation example</a></dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg"></a><a class="link" href="find_location_eg.html" title="Find Location (Mean) Example">Find
- Location (Mean) Example</a>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg"></a><a class="link" href="find_location_eg.html" title="Find Location (Mean) Example">
+ Find Location (Mean) Example</a>
</h6></div></div></div>

- First we need some includes to access the normal distribution, the
- algorithms to find location (and some std output of course).
- 
+ 

-
+ First we need some includes to access the normal distribution, the
+ algorithms to find location (and some std output of course).
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp> // for normal_distribution
 using boost::math::normal; // typedef provides default type is double.
@@ -54,26 +58,34 @@

</pre>

- 
+ 

- For this example, we will use the standard normal distribution, with
- mean (location) zero and standard deviation (scale) unity. This is
- also the default for this implementation.
- 
+ 

-
+ For this example, we will use the standard normal distribution, with
+ mean (location) zero and standard deviation (scale) unity. This is
+ also the default for this implementation.
+ 
+
+ 
+
+

<pre class="programlisting">normal N01; // Default 'standard' normal distribution with zero mean and
double sd = 1.; // normal default standard deviation is 1.</pre>

- 
+ 

- Suppose we want to find a different normal distribution whose mean
- is shifted so that only fraction p (here 0.001 or 0.1%) are below a
- certain chosen limit (here -2, two standard deviations).
- 
+ 

-
+ Suppose we want to find a different normal distribution whose mean
+ is shifted so that only fraction p (here 0.001 or 0.1%) are below
+ a certain chosen limit (here -2, two standard deviations).
+ 
+
+ 
+
+

<pre class="programlisting">double z = -2.; // z to give prob p
double p = 0.001; // only 0.1% below z
@@ -87,44 +99,66 @@
 << ", has " << "fraction > " << z
 << ", p = " << cdf(complement(N01, z)) << endl; // Note: uses complement.</pre>

- 
+ 
+
+
+
<pre class="programlisting">Normal distribution with mean = 0, standard deviation 1, has fraction <= -2, p = 0.0227501
Normal distribution with mean = 0, standard deviation 1, has fraction > -2, p = 0.97725
</pre>

- We can now use ''find_location'' to give a new offset mean.
- 
+ 

-
+ We can now use ''find_location'' to give a new offset mean.
+ 
+
+ 
+
+

<pre class="programlisting">double l = find_location<normal>(z, p, sd);
cout << "offset location (mean) = " << l << endl;</pre>

- 
+ 

- that outputs:
- 
+ 
+
+ that outputs:
+ 
+
+
+
<pre class="programlisting">offset location (mean) = 1.09023
</pre>

- showing that we need to shift the mean just over one standard deviation
- from its previous value of zero.
- 
+ 

- Then we can check that we have achieved our objective by constructing
- a new distribution with the offset mean (but same standard deviation):
- 
+ showing that we need to shift the mean just over one standard deviation
+ from its previous value of zero.
+ 

-
+ 
+
+ Then we can check that we have achieved our objective by constructing
+ a new distribution with the offset mean (but same standard deviation):
+ 
+
+ 
+
+

<pre class="programlisting">normal np001pc(l, sd); // Same standard_deviation (scale) but with mean (location) shifted.</pre>

- 
+ 

- And re-calculating the fraction below our chosen limit.
- 
+ 

-
+ And re-calculating the fraction below our chosen limit.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Normal distribution with mean = " << l
 << " has " << "fraction <= " << z
@@ -133,37 +167,53 @@
 << " has " << "fraction > " << z
 << ", p = " << cdf(complement(np001pc, z)) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Normal distribution with mean = 1.09023 has fraction <= -2, p = 0.001
Normal distribution with mean = 1.09023 has fraction > -2, p = 0.999
</pre>
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg.controlling_error_handling_from_find_location"></a><h5>
-<a name="id965461"></a>
- <a class="link" href="find_location_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg.controlling_error_handling_from_find_location">Controlling
- Error Handling from find_location</a>
- </h5>
-
- We can also control the policy for handling various errors. For example,
- we can define a new (possibly unwise) policy to ignore domain errors
- ('bad' arguments).
- 

- Unless we are using the boost::math namespace, we will need:
- 
+ <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg.controlling_error_handling_from_find_location"></a>
+ 
+<h5>
+<a name="id1073980"></a>
+ <a class="link" href="find_location_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg.controlling_error_handling_from_find_location">Controlling
+ Error Handling from find_location</a>
+ </h5>

-
+ 
+
+ We can also control the policy for handling various errors. For example,
+ we can define a new (possibly unwise) policy to ignore domain errors
+ ('bad' arguments).
+ 
+
+ 
+
+ Unless we are using the boost::math namespace, we will need:
+ 
+
+ 
+
+

<pre class="programlisting">using boost::math::policies::policy;
using boost::math::policies::domain_error;
using boost::math::policies::ignore_error;</pre>

- 
+ 

- Using a typedef is often convenient, especially if it is re-used, although
- it is not required, as the various examples below show.
- 
+ 

-
+ Using a typedef is often convenient, especially if it is re-used,
+ although it is not required, as the various examples below show.
+ 
+
+ 
+
+

<pre class="programlisting">typedef policy<domain_error<ignore_error> > ignore_domain_policy;
// find_location with new policy, using typedef.
@@ -175,15 +225,19 @@
// A new policy, ignoring domain errors, without using a typedef.
l = find_location<normal>(z, p, sd, policy<domain_error<ignore_error> >());</pre>

- 
+ 

- If we want to use a probability that is the <a class="link" href="../../overview.html#complements">complement
- of our probability</a>, we should not even think of writing <code class="computeroutput">find_location<normal>(z, 1 - p, sd)</code>,
- but, <a class="link" href="../../overview/complements.html#why_complements">to avoid loss of accuracy</a>,
- use the complement version.
- 
+ 

-
+ If we want to use a probability that is the <a class="link" href="../../overview.html#complements">complement
+ of our probability</a>, we should not even think of writing <code class="computeroutput">find_location<normal>(z, 1 - p, sd)</code>,
+ but, <a class="link" href="../../overview/complements.html#why_complements">to avoid loss of accuracy</a>,
+ use the complement version.
+ 
+
+ 
+
+

<pre class="programlisting">z = 2.;
double q = 0.95; // = 1 - p; // complement.
@@ -196,11 +250,11 @@
 << "fraction > " << z << " = " << cdf(complement(np95pc, z)) << endl;
</pre>

- 
+ 

 See find_location_example.cpp
- for full source code: the program output looks like this:
- 
+ for full source code: the program output looks like this:
+
<pre class="programlisting">Example: Find location (mean).
Normal distribution with mean = 0, standard deviation 1, has fraction <= -2, p = 0.0227501
Normal distribution with mean = 0, standard deviation 1, has fraction > -2, p = 0.97725
@@ -210,6 +264,8 @@
Normal distribution with mean = 0.355146 has fraction <= 2 = 0.95
Normal distribution with mean = 0.355146 has fraction > 2 = 0.05
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg"></a><a class="link" href="find_mean_and_sd_eg.html" title="Find mean and standard deviation example">Find
- mean and standard deviation example</a>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg"></a><a class="link" href="find_mean_and_sd_eg.html" title="Find mean and standard deviation example">
+ Find mean and standard deviation example</a>
</h6></div></div></div>

- First we need some includes to access the normal distribution, the
- algorithms to find location and scale (and some std output of course).
- 
+ 

-
+ First we need some includes to access the normal distribution, the
+ algorithms to find location and scale (and some std output of course).
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp> // for normal_distribution
 using boost::math::normal; // typedef provides default type is double.
@@ -55,78 +59,108 @@
 using std::exception;
</pre>

- 
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_find_location_and_find_scale_to_meet_dispensing_and_measurement_specifications"></a><h5>
-<a name="id973322"></a>
- <a class="link" href="find_mean_and_sd_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_find_location_and_find_scale_to_meet_dispensing_and_measurement_specifications">Using
- find_location and find_scale to meet dispensing and measurement specifications</a>
- </h5>
-
- Consider an example from K Krishnamoorthy, Handbook of Statistical
- Distributions with Applications, ISBN 1-58488-635-8, (2006) p 126,
- example 10.3.7.
- 
+ 

- "A machine is set to pack 3 kg of ground beef per pack. Over a
- long period of time it is found that the average packed was 3 kg with
- a standard deviation of 0.1 kg. Assume the packing is normally distributed."
- 
+ <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_find_location_and_find_scale_to_meet_dispensing_and_measurement_specifications"></a>
+ 
+<h5>
+<a name="id1081208"></a>
+ <a class="link" href="find_mean_and_sd_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_find_location_and_find_scale_to_meet_dispensing_and_measurement_specifications">Using
+ find_location and find_scale to meet dispensing and measurement specifications</a>
+ </h5>

- We start by constructing a normal distribution with the given parameters:
- 
+ 

-
+ Consider an example from K Krishnamoorthy, Handbook of Statistical
+ Distributions with Applications, ISBN 1-58488-635-8, (2006) p 126,
+ example 10.3.7.
+ 
+
+ 
+
+ "A machine is set to pack 3 kg of ground beef per pack. Over
+ a long period of time it is found that the average packed was 3 kg
+ with a standard deviation of 0.1 kg. Assume the packing is normally
+ distributed."
+ 
+
+ 
+
+ We start by constructing a normal distribution with the given parameters:
+ 
+
+ 
+
+

<pre class="programlisting">double mean = 3.; // kg
double standard_deviation = 0.1; // kg
normal packs(mean, standard_deviation);</pre>

- 
+ 

- We can then find the fraction (or %) of packages that weigh more than
- 3.1 kg.
- 
+ 

-
+ We can then find the fraction (or %) of packages that weigh more
+ than 3.1 kg.
+ 
+
+ 
+
+

<pre class="programlisting">double max_weight = 3.1; // kg
cout << "Percentage of packs > " << max_weight << " is "
<< cdf(complement(packs, max_weight)) * 100. << endl; // P(X > 3.1)</pre>

- 
+ 

- We might want to ensure that 95% of packs are over a minimum weight
- specification, then we want the value of the mean such that P(X <
- 2.9) = 0.05.
- 
+ 

- Using the mean of 3 kg, we can estimate the fraction of packs that
- fail to meet the specification of 2.9 kg.
- 
+ We might want to ensure that 95% of packs are over a minimum weight
+ specification, then we want the value of the mean such that P(X <
+ 2.9) = 0.05.
+ 

-
+ 
+
+ Using the mean of 3 kg, we can estimate the fraction of packs that
+ fail to meet the specification of 2.9 kg.
+ 
+
+ 
+
+

<pre class="programlisting">double minimum_weight = 2.9;
cout <<"Fraction of packs <= " << minimum_weight << " with a mean of " << mean
 << " is " << cdf(complement(packs, minimum_weight)) << endl;
// fraction of packs <= 2.9 with a mean of 3 is 0.841345</pre>

- 
+ 

- This is 0.84 - more than the target fraction of 0.95. If we want 95%
- to be over the minimum weight, what should we set the mean weight to
- be?
- 
+ 

- Using the KK StatCalc program supplied with the book and the method
- given on page 126 gives 3.06449.
- 
+ This is 0.84 - more than the target fraction of 0.95. If we want
+ 95% to be over the minimum weight, what should we set the mean weight
+ to be?
+ 

- We can confirm this by constructing a new distribution which we call
- 'xpacks' with a safety margin mean of 3.06449 thus:
- 
+ 

-
+ Using the KK StatCalc program supplied with the book and the method
+ given on page 126 gives 3.06449.
+ 
+
+ 
+
+ We can confirm this by constructing a new distribution which we call
+ 'xpacks' with a safety margin mean of 3.06449 thus:
+ 
+
+ 
+
+

<pre class="programlisting">double over_mean = 3.06449;
normal xpacks(over_mean, standard_deviation);
@@ -135,13 +169,17 @@
 << " is " << cdf(complement(xpacks, minimum_weight)) << endl;
// fraction of packs >= 2.9 with a mean of 3.06449 is 0.950005</pre>

- 
+ 

- Using this Math Toolkit, we can calculate the required mean directly
- thus:
- 
+ 

-
+ Using this Math Toolkit, we can calculate the required mean directly
+ thus:
+ 
+
+ 
+
+

<pre class="programlisting">double under_fraction = 0.05; // so 95% are above the minimum weight mean - sd = 2.9
double low_limit = standard_deviation;
@@ -155,69 +193,94 @@
 << " is " << cdf(complement(nominal_packs, minimum_weight)) << endl;
// Setting the packer to 3.06449 will mean that fraction of packs >= 2.9 is 0.95</pre>

- 
+ 

- This calculation is generalized as the free function called <a class="link" href="../../../dist_ref/dist_algorithms.html" title="Distribution Algorithms">find_location</a>.
- 
+ 

- To use this we will need to
- 
+ This calculation is generalized as the free function called <a class="link" href="../../../dist_ref/dist_algorithms.html" title="Distribution Algorithms">find_location</a>.
+ 

-
+ 
+
+ To use this we will need to
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/find_location.hpp>
 using boost::math::find_location;</pre>

- 
+ 

- and then use find_location function to find safe_mean, & construct
- a new normal distribution called 'goodpacks'.
- 
+ 

-
+ and then use find_location function to find safe_mean, & construct
+ a new normal distribution called 'goodpacks'.
+ 
+
+ 
+
+

<pre class="programlisting">double safe_mean = find_location<normal>(minimum_weight, under_fraction, standard_deviation);
normal good_packs(safe_mean, standard_deviation);</pre>

- 
+ 

- with the same confirmation as before:
- 
+ 

-
+ with the same confirmation as before:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Setting the packer to " << nominal_mean << " will mean that "
 << "fraction of packs >= " << minimum_weight
 << " is " << cdf(complement(good_packs, minimum_weight)) << endl;
// Setting the packer to 3.06449 will mean that fraction of packs >= 2.9 is 0.95</pre>

- 
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_cauchy_lorentz_instead_of_normal_distribution"></a><h5>
-<a name="id974503"></a>
- <a class="link" href="find_mean_and_sd_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_cauchy_lorentz_instead_of_normal_distribution">Using
- Cauchy-Lorentz instead of normal distribution</a>
- </h5>
-
- After examining the weight distribution of a large number of packs,
- we might decide that, after all, the assumption of a normal distribution
- is not really justified. We might find that the fit is better to a
- <a class="link" href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
- Distribution</a>. This distribution has wider 'wings', so that whereas
- most of the values are closer to the mean than the normal, there are
- also more values than 'normal' that lie further from the mean than
- the normal.
- 
+ 

- This might happen because a larger than normal lump of meat is either
- included or excluded.
- 
+ <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_cauchy_lorentz_instead_of_normal_distribution"></a>
+ 
+<h5>
+<a name="id1082421"></a>
+ <a class="link" href="find_mean_and_sd_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_cauchy_lorentz_instead_of_normal_distribution">Using
+ Cauchy-Lorentz instead of normal distribution</a>
+ </h5>
+
+ 
+
+ After examining the weight distribution of a large number of packs,
+ we might decide that, after all, the assumption of a normal distribution
+ is not really justified. We might find that the fit is better to
+ a <a class="link" href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
+ Distribution</a>. This distribution has wider 'wings', so that
+ whereas most of the values are closer to the mean than the normal,
+ there are also more values than 'normal' that lie further from the
+ mean than the normal.
+ 
+
+ 
+
+ This might happen because a larger than normal lump of meat is either
+ included or excluded.
+ 
+
+ 
+
+ We first create a <a class="link" href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
+ Distribution</a> with the original mean and standard deviation,
+ and estimate the fraction that lie below our minimum weight specification.
+ 

- We first create a <a class="link" href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
- Distribution</a> with the original mean and standard deviation,
- and estimate the fraction that lie below our minimum weight specification.
- 
+ 

-
+

<pre class="programlisting">cauchy cpacks(mean, standard_deviation);
cout << "Cauchy Setting the packer to " << mean << " will mean that "
@@ -225,29 +288,39 @@
 << " is " << cdf(complement(cpacks, minimum_weight)) << endl;
// Cauchy Setting the packer to 3 will mean that fraction of packs >= 2.9 is 0.75</pre>

- 
+ 

- Note that far fewer of the packs meet the specification, only 75% instead
- of 95%. Now we can repeat the find_location, using the cauchy distribution
- as template parameter, in place of the normal used above.
- 
+ 

-
+ Note that far fewer of the packs meet the specification, only 75%
+ instead of 95%. Now we can repeat the find_location, using the cauchy
+ distribution as template parameter, in place of the normal used above.
+ 
+
+ 
+
+

<pre class="programlisting">double lc = find_location<cauchy>(minimum_weight, under_fraction, standard_deviation);
cout << "find_location<cauchy>(minimum_weight, over fraction, standard_deviation); " << lc << endl;
// find_location<cauchy>(minimum_weight, over fraction, packs.standard_deviation()); 3.53138</pre>

- 
+ 

- Note that the safe_mean setting needs to be much higher, 3.53138 instead
- of 3.06449, so we will make rather less profit.
- 
+ 

- And again confirm that the fraction meeting specification is as expected.
- 
+ Note that the safe_mean setting needs to be much higher, 3.53138
+ instead of 3.06449, so we will make rather less profit.
+ 

-
+ 
+
+ And again confirm that the fraction meeting specification is as expected.
+ 
+
+ 
+
+

<pre class="programlisting">cauchy goodcpacks(lc, standard_deviation);
cout << "Cauchy Setting the packer to " << lc << " will mean that "
@@ -255,13 +328,17 @@
 << " is " << cdf(complement(goodcpacks, minimum_weight)) << endl;
// Cauchy Setting the packer to 3.53138 will mean that fraction of packs >= 2.9 is 0.95</pre>

- 
+ 

- Finally we could estimate the effect of a much tighter specification,
- that 99% of packs met the specification.
- 
+ 

-
+ Finally we could estimate the effect of a much tighter specification,
+ that 99% of packs met the specification.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Cauchy Setting the packer to "
 << find_location<cauchy>(minimum_weight, 0.99, standard_deviation)
@@ -269,81 +346,114 @@
 << "fraction of packs >= " << minimum_weight
 << " is " << cdf(complement(goodcpacks, minimum_weight)) << endl;</pre>

- 
+ 

- Setting the packer to 3.13263 will mean that fraction of packs >=
- 2.9 is 0.99, but will more than double the mean loss from 0.0644 to
- 0.133 kg per pack.
- 
+ 

- Of course, this calculation is not limited to packs of meat, it applies
- to dispensing anything, and it also applies to a 'virtual' material
- like any measurement.
- 
+ Setting the packer to 3.13263 will mean that fraction of packs >=
+ 2.9 is 0.99, but will more than double the mean loss from 0.0644
+ to 0.133 kg per pack.
+ 

- The only caveat is that the calculation assumes that the standard deviation
- (scale) is known with a reasonably low uncertainty, something that
- is not so easy to ensure in practice. And that the distribution is
- well defined, <a class="link" href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
- Distribution</a> or <a class="link" href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
- Distribution</a>, or some other.
- 
+ 

- If one is simply dispensing a very large number of packs, then it may
- be feasible to measure the weight of hundreds or thousands of packs.
- With a healthy 'degrees of freedom', the confidence intervals for the
- standard deviation are not too wide, typically about + and - 10% for
- hundreds of observations.
- 
+ Of course, this calculation is not limited to packs of meat, it applies
+ to dispensing anything, and it also applies to a 'virtual' material
+ like any measurement.
+ 

- For other applications, where it is more difficult or expensive to
- make many observations, the confidence intervals are depressingly wide.
- 
+ 

- See <a class="link" href="../cs_eg/chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">Confidence
- Intervals on the standard deviation</a> for a worked example chi_square_std_dev_test.cpp
- of estimating these intervals.
- 
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.changing_the_scale_or_standard_deviation"></a><h5>
-<a name="id975151"></a>
- <a class="link" href="find_mean_and_sd_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.changing_the_scale_or_standard_deviation">Changing
- the scale or standard deviation</a>
- </h5>
+ The only caveat is that the calculation assumes that the standard
+ deviation (scale) is known with a reasonably low uncertainty, something
+ that is not so easy to ensure in practice. And that the distribution
+ is well defined, <a class="link" href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
+ Distribution</a> or <a class="link" href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
+ Distribution</a>, or some other.
+ 

- Alternatively, we could invest in a better (more precise) packer (or
- measuring device) with a lower standard deviation, or scale.
- 
+ 

- This might cost more, but would reduce the amount we have to 'give
- away' in order to meet the specification.
- 
+ If one is simply dispensing a very large number of packs, then it
+ may be feasible to measure the weight of hundreds or thousands of
+ packs. With a healthy 'degrees of freedom', the confidence intervals
+ for the standard deviation are not too wide, typically about + and
+ - 10% for hundreds of observations.
+ 

- To estimate how much better (how much smaller standard deviation) it
- would have to be, we need to get the 5% quantile to be located at the
- under_weight limit, 2.9
- 
+ 

-
+ For other applications, where it is more difficult or expensive to
+ make many observations, the confidence intervals are depressingly
+ wide.
+ 
+
+ 
+
+ See <a class="link" href="../cs_eg/chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">Confidence
+ Intervals on the standard deviation</a> for a worked example
+ chi_square_std_dev_test.cpp
+ of estimating these intervals.
+ 
+
+ <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.changing_the_scale_or_standard_deviation"></a>
+ 
+<h5>
+<a name="id1083069"></a>
+ <a class="link" href="find_mean_and_sd_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.changing_the_scale_or_standard_deviation">Changing
+ the scale or standard deviation</a>
+ </h5>
+
+ 
+
+ Alternatively, we could invest in a better (more precise) packer
+ (or measuring device) with a lower standard deviation, or scale.
+ 
+
+ 
+
+ This might cost more, but would reduce the amount we have to 'give
+ away' in order to meet the specification.
+ 
+
+ 
+
+ To estimate how much better (how much smaller standard deviation)
+ it would have to be, we need to get the 5% quantile to be located
+ at the under_weight limit, 2.9
+ 
+
+ 
+
+

<pre class="programlisting">double p = 0.05; // wanted p th quantile.
cout << "Quantile of " << p << " = " << quantile(packs, p)
 << ", mean = " << packs.mean() << ", sd = " << packs.standard_deviation() << endl;</pre>

- 
+ 

- Quantile of 0.05 = 2.83551, mean = 3, sd = 0.1
- 
+ 

- With the current packer (mean = 3, sd = 0.1), the 5% quantile is at
- 2.8551 kg, a little below our target of 2.9 kg. So we know that the
- standard deviation is going to have to be smaller.
- 
+ Quantile of 0.05 = 2.83551, mean = 3, sd = 0.1
+ 

- Let's start by guessing that it (now 0.1) needs to be halved, to a
- standard deviation of 0.05 kg.
- 
+ 

-
+ With the current packer (mean = 3, sd = 0.1), the 5% quantile is
+ at 2.8551 kg, a little below our target of 2.9 kg. So we know that
+ the standard deviation is going to have to be smaller.
+ 
+
+ 
+
+ Let's start by guessing that it (now 0.1) needs to be halved, to
+ a standard deviation of 0.05 kg.
+ 
+
+ 
+
+

<pre class="programlisting">normal pack05(mean, 0.05);
cout << "Quantile of " << p << " = " << quantile(pack05, p)
@@ -355,15 +465,20 @@
 << " is " << cdf(complement(pack05, minimum_weight)) << endl;
// Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.05 is 0.97725</pre>

- 
+ 

- So 0.05 was quite a good guess, but we are a little over the 2.9 target,
- so the standard deviation could be a tiny bit more. So we could do
- some more guessing to get closer, say by increasing standard deviation
- to 0.06 kg, constructing another new distribution called pack06.
- 
+ 

-
+ So 0.05 was quite a good guess, but we are a little over the 2.9
+ target, so the standard deviation could be a tiny bit more. So we
+ could do some more guessing to get closer, say by increasing standard
+ deviation to 0.06 kg, constructing another new distribution called
+ pack06.
+ 
+
+ 
+
+

<pre class="programlisting">normal pack06(mean, 0.06);
cout << "Quantile of " << p << " = " << quantile(pack06, p)
@@ -375,34 +490,46 @@
 << " is " << cdf(complement(pack06, minimum_weight)) << endl;
// Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.06 is 0.95221</pre>

- 
+ 

- Now we are getting really close, but to do the job properly, we might
- need to use root finding method, for example the tools provided, and
- used elsewhere, in the Math Toolkit, see <a class="link" href="../../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives: Bisection, Bracket and TOMS748">Root
- Finding Without Derivatives</a>.
- 
+ 

- But in this (normal) distribution case, we can and should be even smarter
- and make a direct calculation.
- 
+ Now we are getting really close, but to do the job properly, we might
+ need to use root finding method, for example the tools provided,
+ and used elsewhere, in the Math Toolkit, see <a class="link" href="../../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives: Bisection, Bracket and TOMS748">Root
+ Finding Without Derivatives</a>.
+ 

- Our required limit is minimum_weight = 2.9 kg, often called the random
- variate z. For a standard normal distribution, then probability p =
- N((minimum_weight - mean) / sd).
- 
+ 

- We want to find the standard deviation that would be required to meet
- this limit, so that the p th quantile is located at z (minimum_weight).
- In this case, the 0.05 (5%) quantile is at 2.9 kg pack weight, when
- the mean is 3 kg, ensuring that 0.95 (95%) of packs are above the minimum
- weight.
- 
+ But in this (normal) distribution case, we can and should be even
+ smarter and make a direct calculation.
+ 

- Rearranging, we can directly calculate the required standard deviation:
- 
+ 

-
+ Our required limit is minimum_weight = 2.9 kg, often called the random
+ variate z. For a standard normal distribution, then probability p
+ = N((minimum_weight - mean) / sd).
+ 
+
+ 
+
+ We want to find the standard deviation that would be required to
+ meet this limit, so that the p th quantile is located at z (minimum_weight).
+ In this case, the 0.05 (5%) quantile is at 2.9 kg pack weight, when
+ the mean is 3 kg, ensuring that 0.95 (95%) of packs are above the
+ minimum weight.
+ 
+
+ 
+
+ Rearranging, we can directly calculate the required standard deviation:
+ 
+
+ 
+
+

<pre class="programlisting">normal N01; // standard normal distribution with meamn zero and unit standard deviation.
p = 0.05;
@@ -413,13 +540,17 @@
 << minimum_weight << ", would need a standard deviation of " << sd95 << endl;
// For the 0.05th quantile to be located at 2.9, would need a standard deviation of 0.0607957</pre>

- 
+ 

- We can now construct a new (normal) distribution pack95 for the 'better'
- packer, and check that our distribution will meet the specification.
- 
+ 

-
+ We can now construct a new (normal) distribution pack95 for the 'better'
+ packer, and check that our distribution will meet the specification.
+ 
+
+ 
+
+

<pre class="programlisting">normal pack95(mean, sd95);
cout <<"Fraction of packs >= " << minimum_weight << " with a mean of " << mean
@@ -427,75 +558,108 @@
 << " is " << cdf(complement(pack95, minimum_weight)) << endl;
// Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.0607957 is 0.95</pre>

- 
+ 

- This calculation is generalized in the free function find_scale, as
- shown below, giving the same standard deviation.
- 
+ 

-
+ This calculation is generalized in the free function find_scale,
+ as shown below, giving the same standard deviation.
+ 
+
+ 
+
+

<pre class="programlisting">double ss = find_scale<normal>(minimum_weight, under_fraction, packs.mean());
cout << "find_scale<normal>(minimum_weight, under_fraction, packs.mean()); " << ss << endl;
// find_scale<normal>(minimum_weight, under_fraction, packs.mean()); 0.0607957</pre>

- 
+ 

- If we had defined an over_fraction, or percentage that must pass specification
- 
+ 

-
+ If we had defined an over_fraction, or percentage that must pass
+ specification
+ 
+
+ 
+
+

<pre class="programlisting">double over_fraction = 0.95;</pre>

- 
+ 

- And (wrongly) written
- 
+ 
+
+ And (wrongly) written
+ 
+
+
+
<pre class="programlisting">double sso = find_scale<normal>(minimum_weight, over_fraction, packs.mean());
</pre>

- With the default policy, we would get a message like
- 
+ 
+
+ With the default policy, we would get a message like
+ 
+
+
+
<pre class="programlisting">Message from thrown exception was:
 Error in function boost::math::find_scale<Dist, Policy>(double, double, double, Policy):
 Computed scale (-0.060795683191176959) is <= 0! Was the complement intended?
</pre>

- But this would return a negative standard
- deviation - obviously impossible. The probability should be 1 - over_fraction,
- not over_fraction, thus:
- 
+ 

-
+ But this would return a negative
+ standard deviation - obviously impossible. The probability should
+ be 1 - over_fraction, not over_fraction, thus:
+ 
+
+ 
+
+

<pre class="programlisting">double ss1o = find_scale<normal>(minimum_weight, 1 - over_fraction, packs.mean());
cout << "find_scale<normal>(minimum_weight, under_fraction, packs.mean()); " << ss1o << endl;
// find_scale<normal>(minimum_weight, under_fraction, packs.mean()); 0.0607957</pre>

- 
+ 

- But notice that using '1 - over_fraction' - will lead to a <a class="link" href="../../overview/complements.html#why_complements">loss
- of accuracy, especially if over_fraction was close to unity.</a>
- In this (very common) case, we should instead use the <a class="link" href="../../overview.html#complements">complements</a>,
- giving the most accurate result.
- 
+ 

-
+ But notice that using '1 - over_fraction' - will lead to a <a class="link" href="../../overview/complements.html#why_complements">loss of accuracy, especially if over_fraction
+ was close to unity.</a> In this (very common) case, we should
+ instead use the <a class="link" href="../../overview.html#complements">complements</a>, giving
+ the most accurate result.
+ 
+
+ 
+
+

<pre class="programlisting">double ssc = find_scale<normal>(complement(minimum_weight, over_fraction, packs.mean()));
cout << "find_scale<normal>(complement(minimum_weight, over_fraction, packs.mean())); " << ssc << endl;
// find_scale<normal>(complement(minimum_weight, over_fraction, packs.mean())); 0.0607957</pre>

- 
+ 

- Note that our guess of 0.06 was close to the accurate value of 0.060795683191176959.
- 
+ 

- We can again confirm our prediction thus:
- 
+ Note that our guess of 0.06 was close to the accurate value of 0.060795683191176959.
+ 

-
+ 
+
+ We can again confirm our prediction thus:
+ 
+
+ 
+
+

<pre class="programlisting">normal pack95c(mean, ssc);
cout <<"Fraction of packs >= " << minimum_weight << " with a mean of " << mean
@@ -503,31 +667,45 @@
 << " is " << cdf(complement(pack95c, minimum_weight)) << endl;
// Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.0607957 is 0.95</pre>

- 
+ 

- Notice that these two deceptively simple questions:
- 
+ 
+
+ Notice that these two deceptively simple questions:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc"><li>
- Do we over-fill to make sure we meet a minimum specification (or
- under-fill to avoid an overdose)?
- </li></ul></div>
+ Do we over-fill to make sure we meet a minimum specification
+ (or under-fill to avoid an overdose)?
+ </li></ul></div>

- and/or
- 
+ 
+
+ and/or
+ 
+
+ 
<div class="itemizedlist"><ul type="disc"><li>
- Do we measure better?
- </li></ul></div>
+ Do we measure better?
+ </li></ul></div>

- are actually extremely common.
- 
+ 

- The weight of beef might be replaced by a measurement of more or less
- anything, from drug tablet content, Apollo landing rocket firing, X-ray
- treatment doses...
- 
+ are actually extremely common.
+ 

- The scale can be variation in dispensing or uncertainty in measurement.
- 
+ 
+
+ The weight of beef might be replaced by a measurement of more or
+ less anything, from drug tablet content, Apollo landing rocket firing,
+ X-ray treatment doses...
+ 
+
+ 
+
+ The scale can be variation in dispensing or uncertainty in measurement.
+ 

 See find_mean_and_sd_normal.cpp
 for full source code & appended program output.

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,16 +24,20 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg"></a><a class="link" href="find_scale_eg.html" title="Find Scale (Standard Deviation) Example">Find
- Scale (Standard Deviation) Example</a>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg"></a><a class="link" href="find_scale_eg.html" title="Find Scale (Standard Deviation) Example">
+ Find Scale (Standard Deviation) Example</a>
</h6></div></div></div>

- First we need some includes to access the <a class="link" href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
- Distribution</a>, the algorithms to find scale (and some std output
- of course).
- 
+ 

-
+ First we need some includes to access the <a class="link" href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
+ Distribution</a>, the algorithms to find scale (and some std output
+ of course).
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp> // for normal_distribution
 using boost::math::normal; // typedef provides default type is double.
@@ -50,27 +54,35 @@
 using std::numeric_limits;
</pre>

- 
+ 

- For this example, we will use the standard <a class="link" href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
- Distribution</a>, with location (mean) zero and standard deviation
- (scale) unity. Conveniently, this is also the default for this implementation's
- constructor.
- 
+ 

-
+ For this example, we will use the standard <a class="link" href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
+ Distribution</a>, with location (mean) zero and standard deviation
+ (scale) unity. Conveniently, this is also the default for this implementation's
+ constructor.
+ 
+
+ 
+
+

<pre class="programlisting">normal N01; // Default 'standard' normal distribution with zero mean
double sd = 1.; // and standard deviation is 1.</pre>

- 
+ 

- Suppose we want to find a different normal distribution with standard
- deviation so that only fraction p (here 0.001 or 0.1%) are below a
- certain chosen limit (here -2. standard deviations).
- 
+ 

-
+ Suppose we want to find a different normal distribution with standard
+ deviation so that only fraction p (here 0.001 or 0.1%) are below
+ a certain chosen limit (here -2. standard deviations).
+ 
+
+ 
+
+

<pre class="programlisting">double z = -2.; // z to give prob p
double p = 0.001; // only 0.1% below z = -2
@@ -84,46 +96,70 @@
 << ", has " << "fraction > " << z
 << ", p = " << cdf(complement(N01, z)) << endl; // Note: uses complement.</pre>

- 
+ 
+
+
+
<pre class="programlisting">Normal distribution with mean = 0 has fraction <= -2, p = 0.0227501
Normal distribution with mean = 0 has fraction > -2, p = 0.97725
</pre>

- Noting that p = 0.02 instead of our target of 0.001, we can now use
- <code class="computeroutput">find_scale</code> to give
- a new standard deviation.
- 
+ 

-
+ Noting that p = 0.02 instead of our target of 0.001, we can now use
+ <code class="computeroutput">find_scale</code> to give
+ a new standard deviation.
+ 
+
+ 
+
+

<pre class="programlisting">double l = N01.location();
double s = find_scale<normal>(z, p, l);
cout << "scale (standard deviation) = " << s << endl;</pre>

- 
+ 

- that outputs:
- 
+ 
+
+ that outputs:
+ 
+
+
+
<pre class="programlisting">scale (standard deviation) = 0.647201
</pre>

- showing that we need to reduce the standard deviation from 1. to 0.65.
- 
+ 

- Then we can check that we have achieved our objective by constructing
- a new distribution with the new standard deviation (but same zero mean):
- 
+ showing that we need to reduce the standard deviation from 1. to
+ 0.65.
+ 

-
+ 
+
+ Then we can check that we have achieved our objective by constructing
+ a new distribution with the new standard deviation (but same zero
+ mean):
+ 
+
+ 
+
+

<pre class="programlisting">normal np001pc(N01.location(), s);</pre>

- 
+ 

- And re-calculating the fraction below (and above) our chosen limit.
- 
+ 

-
+ And re-calculating the fraction below (and above) our chosen limit.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Normal distribution with mean = " << l
 << " has " << "fraction <= " << z
@@ -132,37 +168,53 @@
 << " has " << "fraction > " << z
 << ", p = " << cdf(complement(np001pc, z)) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Normal distribution with mean = 0 has fraction <= -2, p = 0.001
Normal distribution with mean = 0 has fraction > -2, p = 0.999
</pre>
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg.controlling_how_errors_from_find_scale_are_handled"></a><h5>
-<a name="id967664"></a>
- <a class="link" href="find_scale_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg.controlling_how_errors_from_find_scale_are_handled">Controlling
- how Errors from find_scale are handled</a>
- </h5>
-
- We can also control the policy for handling various errors. For example,
- we can define a new (possibly unwise) policy to ignore domain errors
- ('bad' arguments).
- 

- Unless we are using the boost::math namespace, we will need:
- 
+ <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg.controlling_how_errors_from_find_scale_are_handled"></a>
+ 
+<h5>
+<a name="id1078521"></a>
+ <a class="link" href="find_scale_eg.html#math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg.controlling_how_errors_from_find_scale_are_handled">Controlling
+ how Errors from find_scale are handled</a>
+ </h5>

-
+ 
+
+ We can also control the policy for handling various errors. For example,
+ we can define a new (possibly unwise) policy to ignore domain errors
+ ('bad' arguments).
+ 
+
+ 
+
+ Unless we are using the boost::math namespace, we will need:
+ 
+
+ 
+
+

<pre class="programlisting">using boost::math::policies::policy;
using boost::math::policies::domain_error;
using boost::math::policies::ignore_error;</pre>

- 
+ 

- Using a typedef is convenient, especially if it is re-used, although
- it is not required, as the various examples below show.
- 
+ 

-
+ Using a typedef is convenient, especially if it is re-used, although
+ it is not required, as the various examples below show.
+ 
+
+ 
+
+

<pre class="programlisting">typedef policy<domain_error<ignore_error> > ignore_domain_policy;
// find_scale with new policy, using typedef.
@@ -175,16 +227,20 @@
// New policy, without typedef.
l = find_scale<normal>(z, p, l, policy<domain_error<ignore_error> >());</pre>

- 
+ 

- If we want to express a probability, say 0.999, that is a complement,
- <code class="computeroutput">1 -
- p</code> we should not even think
- of writing <code class="computeroutput">find_scale<normal>(z, 1 - p, l)</code>, but <a class="link" href="../../overview/complements.html#why_complements">instead</a>,
- use the <a class="link" href="../../overview.html#complements">complements</a> version.
- 
+ 

-
+ If we want to express a probability, say 0.999, that is a complement,
+ <code class="computeroutput">1 -
+ p</code> we should not even think
+ of writing <code class="computeroutput">find_scale<normal>(z, 1 - p, l)</code>, but <a class="link" href="../../overview/complements.html#why_complements">instead</a>,
+ use the <a class="link" href="../../overview.html#complements">complements</a> version.
+ 
+
+ 
+
+

<pre class="programlisting">z = -2.;
double q = 0.999; // = 1 - p; // complement of 0.001.
@@ -196,24 +252,31 @@
cout << "Normal distribution with mean = " << l << " has "
 << "fraction > " << z << " = " << cdf(complement(np95pc, z)) << endl;</pre>

- 
+ 

- Sadly, it is all too easy to get probabilities the wrong way round,
- when you may get a warning like this:
- 
+ 
+
+ Sadly, it is all too easy to get probabilities the wrong way round,
+ when you may get a warning like this:
+ 
+
+
+
<pre class="programlisting">Message from thrown exception was:
 Error in function boost::math::find_scale<Dist, Policy>(complement(double, double, double, Policy)):
 Computed scale (-0.48043523852179076) is <= 0! Was the complement intended?
</pre>

- The default error handling policy is to throw an exception with this
- message, but if you chose a policy to ignore the error, the (impossible)
- negative scale is quietly returned.
- 
+ 
+
+ The default error handling policy is to throw an exception with this
+ message, but if you chose a policy to ignore the error, the (impossible)
+ negative scale is quietly returned.
+ 

 See find_scale_example.cpp
- for full source code: the program output looks like this:
- 
+ for full source code: the program output looks like this:
+
<pre class="programlisting">Example: Find scale (standard deviation).
Normal distribution with mean = 0, standard deviation 1, has fraction <= -2, p = 0.0227501
Normal distribution with mean = 0, standard deviation 1, has fraction > -2, p = 0.97725
@@ -223,6 +286,8 @@
Normal distribution with mean = 0.946339 has fraction <= -2 = 0.001
Normal distribution with mean = 0.946339 has fraction > -2 = 0.999
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.nag_library"></a><a class="link" href="nag_library.html" title="Comparison with C, R, FORTRAN-style Free Functions">Comparison
+<a name="math_toolkit.dist.stat_tut.weg.nag_library"></a><a class="link" href="nag_library.html" title="Comparison with C, R, FORTRAN-style Free Functions"> Comparison
with C, R, FORTRAN-style Free Functions</a>
</h5></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.nccs_eg"></a><a class="link" href="nccs_eg.html" title="Non Central Chi Squared Example">Non Central
+<a name="math_toolkit.dist.stat_tut.weg.nccs_eg"></a><a class="link" href="nccs_eg.html" title="Non Central Chi Squared Example"> Non Central
 Chi Squared Example</a>
</h5></div></div></div>
-<div class="toc"><dl><dt><a href="nccs_eg/nccs_power_eg.html">Tables
- of the power function of the χ2 test.</a></dt></dl></div>
+<div class="toc"><dl><dt><a href="nccs_eg/nccs_power_eg.html">
+ Tables of the power function of the χ2 test.</a></dt></dl></div>

 (See also the reference documentation for the <a class="link" href="../../dist_ref/dists/nc_chi_squared_dist.html" title="Noncentral Chi-Squared Distribution">Noncentral
 Chi Squared Distribution</a>.)

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,23 +24,29 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.nccs_eg.nccs_power_eg"></a><a class="link" href="nccs_power_eg.html" title="Tables of the power function of the χ2 test.">Tables
- of the power function of the χ2 test.</a>
+<a name="math_toolkit.dist.stat_tut.weg.nccs_eg.nccs_power_eg"></a><a class="link" href="nccs_power_eg.html" title="Tables of the power function of the χ2 test.">
+ Tables of the power function of the χ2 test.</a>
</h6></div></div></div>

- This example computes a table of the power of the χ2
-test at the 5% significance
- level, for various degrees of freedom and non-centrality parameters.
- The table is deliberately the same as Table 6 from "The Non-Central
- χ2 and F-Distributions and their applications.", P. B. Patnaik,
- Biometrika, Vol. 36, No. 1/2 (June 1949), 202-232.
- 
+ 

- First we need some includes to access the non-central chi squared distribution
- (and some basic std output of course).
- 
+ This example computes a table of the power of the χ2
+test at the 5%
+ significance level, for various degrees of freedom and non-centrality
+ parameters. The table is deliberately the same as Table 6 from "The
+ Non-Central χ2 and F-Distributions and their applications.", P.
+ B. Patnaik, Biometrika, Vol. 36, No. 1/2 (June 1949), 202-232.
+ 
+
+ 
+
+ First we need some includes to access the non-central chi squared
+ distribution (and some basic std output of course).
+ 
+
+ 

-
+

<pre class="programlisting">#include <boost/math/distributions/non_central_chi_squared.hpp>
using boost::math::chi_squared;
@@ -53,13 +59,17 @@
int main()
{</pre>

- 
+ 

- Create a table of the power of the χ2 test at 5% significance level,
- start with a table header:
- 
+ 
+
+ Create a table of the power of the χ2 test at 5% significance level,
+ start with a table header:
+ 
+
+ 

-
+

<pre class="programlisting">cout << "[table\n[[[nu]]";
for(int lam = 2; lam <= 20; lam += 2)
@@ -68,16 +78,22 @@
}
cout << "]\n";</pre>

- 
+ 

- (Note: the enclosing [] brackets are to format as a table in Boost.Quickbook).
- 
+ 

- Enumerate the rows and columns and print the power of the test for
- each table cell:
- 
+ (Note: the enclosing [] brackets are to format as a table in Boost.Quickbook).
+ 
+
+ 
+
+ Enumerate the rows and columns and print the power of the test for
+ each table cell:
+ 

-
+ 
+
+

<pre class="programlisting">for(int n = 2; n <= 20; ++n)
{
@@ -85,31 +101,43 @@
 for(int lam = 2; lam <= 20; lam += 2)
 {</pre>

- 
+ 

- Calculate the χ2 statistic for a 5% significance:
- 
+ 
+
+ Calculate the χ2 statistic for a 5% significance:
+ 

-
+ 
+
+

<pre class="programlisting">double cs = quantile(complement(chi_squared(n), 0.05));</pre>

- 
+ 

- The power of the test is given by the complement of the CDF of the
- non-central χ2 distribution:
- 
+ 
+
+ The power of the test is given by the complement of the CDF of the
+ non-central χ2 distribution:
+ 
+
+ 

-
+

<pre class="programlisting">double beta = cdf(complement(non_central_chi_squared(n, lam), cs));</pre>

- 
+ 

- Then output the cell value:
- 
+ 
+
+ Then output the cell value:
+ 
+
+ 

-
+

<pre class="programlisting"> cout << "[" << setprecision(3) << beta << "]";
 }
@@ -118,18 +146,24 @@
 cout << "]" << endl;
}</pre>

- 
+ 

- The output from this program is a table in Boost.Quickbook format as
- shown below.
- 
+ 

- We can interpret this as follows - for example if ν=10 and λ=10 then
- the power of the test is 0.542 - so we have only a 54% chance of correctly
- detecting that our null hypothesis is false, and a 46% chance of incurring
- a type II error (failing to reject the null hypothesis when it is in
- fact false):
- 
+ The output from this program is a table in Boost.Quickbook format
+ as shown below.
+ 
+
+ 
+
+ We can interpret this as follows - for example if ν=10 and λ=10 then
+ the power of the test is 0.542 - so we have only a 54% chance of
+ correctly detecting that our null hypothesis is false, and a 46%
+ chance of incurring a type II error (failing to reject the null hypothesis
+ when it is in fact false):
+ 
+
+ 
<div class="informaltable"><table class="table">
<colgroup>
<col>
@@ -146,1150 +180,1154 @@
</colgroup>
<thead><tr>
<th>
- 
- ν
- 
- </th>
+ 
+ ν
+ 
+ </th>
<th>
- 
- λ=2
- 
- </th>
+ 
+ λ=2
+ 
+ </th>
<th>
- 
- λ=4
- 
- </th>
+ 
+ λ=4
+ 
+ </th>
<th>
- 
- λ=6
- 
- </th>
+ 
+ λ=6
+ 
+ </th>
<th>
- 
- λ=8
- 
- </th>
+ 
+ λ=8
+ 
+ </th>
<th>
- 
- λ=10
- 
- </th>
+ 
+ λ=10
+ 
+ </th>
<th>
- 
- λ=12
- 
- </th>
+ 
+ λ=12
+ 
+ </th>
<th>
- 
- λ=14
- 
- </th>
+ 
+ λ=14
+ 
+ </th>
<th>
- 
- λ=16
- 
- </th>
+ 
+ λ=16
+ 
+ </th>
<th>
- 
- λ=18
- 
- </th>
+ 
+ λ=18
+ 
+ </th>
<th>
- 
- λ=20
- 
- </th>
+ 
+ λ=20
+ 
+ </th>
</tr></thead>
<tbody>
<tr>
<td>
- 
- 2
- 
- </td>
-<td>
- 
- 0.226
- 
- </td>
-<td>
- 
- 0.415
- 
- </td>
-<td>
- 
- 0.584
- 
- </td>
-<td>
- 
- 0.718
- 
- </td>
-<td>
- 
- 0.815
- 
- </td>
-<td>
- 
- 0.883
- 
- </td>
-<td>
- 
- 0.928
- 
- </td>
-<td>
- 
- 0.957
- 
- </td>
-<td>
- 
- 0.974
- 
- </td>
-<td>
- 
- 0.985
- 
- </td>
+ 
+ 2
+ 
+ </td>
+<td>
+ 
+ 0.226
+ 
+ </td>
+<td>
+ 
+ 0.415
+ 
+ </td>
+<td>
+ 
+ 0.584
+ 
+ </td>
+<td>
+ 
+ 0.718
+ 
+ </td>
+<td>
+ 
+ 0.815
+ 
+ </td>
+<td>
+ 
+ 0.883
+ 
+ </td>
+<td>
+ 
+ 0.928
+ 
+ </td>
+<td>
+ 
+ 0.957
+ 
+ </td>
+<td>
+ 
+ 0.974
+ 
+ </td>
+<td>
+ 
+ 0.985
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 3
- 
- </td>
-<td>
- 
- 0.192
- 
- </td>
-<td>
- 
- 0.359
- 
- </td>
-<td>
- 
- 0.518
- 
- </td>
-<td>
- 
- 0.654
- 
- </td>
-<td>
- 
- 0.761
- 
- </td>
-<td>
- 
- 0.84
- 
- </td>
-<td>
- 
- 0.896
- 
- </td>
-<td>
- 
- 0.934
- 
- </td>
-<td>
- 
- 0.959
- 
- </td>
-<td>
- 
- 0.975
- 
- </td>
+ 
+ 3
+ 
+ </td>
+<td>
+ 
+ 0.192
+ 
+ </td>
+<td>
+ 
+ 0.359
+ 
+ </td>
+<td>
+ 
+ 0.518
+ 
+ </td>
+<td>
+ 
+ 0.654
+ 
+ </td>
+<td>
+ 
+ 0.761
+ 
+ </td>
+<td>
+ 
+ 0.84
+ 
+ </td>
+<td>
+ 
+ 0.896
+ 
+ </td>
+<td>
+ 
+ 0.934
+ 
+ </td>
+<td>
+ 
+ 0.959
+ 
+ </td>
+<td>
+ 
+ 0.975
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 4
- 
- </td>
-<td>
- 
- 0.171
- 
- </td>
-<td>
- 
- 0.32
- 
- </td>
-<td>
- 
- 0.47
- 
- </td>
-<td>
- 
- 0.605
- 
- </td>
-<td>
- 
- 0.716
- 
- </td>
-<td>
- 
- 0.802
- 
- </td>
-<td>
- 
- 0.866
- 
- </td>
-<td>
- 
- 0.912
- 
- </td>
-<td>
- 
- 0.943
- 
- </td>
-<td>
- 
- 0.964
- 
- </td>
+ 
+ 4
+ 
+ </td>
+<td>
+ 
+ 0.171
+ 
+ </td>
+<td>
+ 
+ 0.32
+ 
+ </td>
+<td>
+ 
+ 0.47
+ 
+ </td>
+<td>
+ 
+ 0.605
+ 
+ </td>
+<td>
+ 
+ 0.716
+ 
+ </td>
+<td>
+ 
+ 0.802
+ 
+ </td>
+<td>
+ 
+ 0.866
+ 
+ </td>
+<td>
+ 
+ 0.912
+ 
+ </td>
+<td>
+ 
+ 0.943
+ 
+ </td>
+<td>
+ 
+ 0.964
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 5
- 
- </td>
-<td>
- 
- 0.157
- 
- </td>
-<td>
- 
- 0.292
- 
- </td>
-<td>
- 
- 0.433
- 
- </td>
-<td>
- 
- 0.564
- 
- </td>
-<td>
- 
- 0.677
- 
- </td>
-<td>
- 
- 0.769
- 
- </td>
-<td>
- 
- 0.839
- 
- </td>
-<td>
- 
- 0.89
- 
- </td>
-<td>
- 
- 0.927
- 
- </td>
-<td>
- 
- 0.952
- 
- </td>
+ 
+ 5
+ 
+ </td>
+<td>
+ 
+ 0.157
+ 
+ </td>
+<td>
+ 
+ 0.292
+ 
+ </td>
+<td>
+ 
+ 0.433
+ 
+ </td>
+<td>
+ 
+ 0.564
+ 
+ </td>
+<td>
+ 
+ 0.677
+ 
+ </td>
+<td>
+ 
+ 0.769
+ 
+ </td>
+<td>
+ 
+ 0.839
+ 
+ </td>
+<td>
+ 
+ 0.89
+ 
+ </td>
+<td>
+ 
+ 0.927
+ 
+ </td>
+<td>
+ 
+ 0.952
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 6
- 
- </td>
-<td>
- 
- 0.146
- 
- </td>
-<td>
- 
- 0.27
- 
- </td>
-<td>
- 
- 0.403
- 
- </td>
-<td>
- 
- 0.531
- 
- </td>
-<td>
- 
- 0.644
- 
- </td>
-<td>
- 
- 0.738
- 
- </td>
-<td>
- 
- 0.813
- 
- </td>
-<td>
- 
- 0.869
- 
- </td>
-<td>
- 
- 0.911
- 
- </td>
-<td>
- 
- 0.94
- 
- </td>
+ 
+ 6
+ 
+ </td>
+<td>
+ 
+ 0.146
+ 
+ </td>
+<td>
+ 
+ 0.27
+ 
+ </td>
+<td>
+ 
+ 0.403
+ 
+ </td>
+<td>
+ 
+ 0.531
+ 
+ </td>
+<td>
+ 
+ 0.644
+ 
+ </td>
+<td>
+ 
+ 0.738
+ 
+ </td>
+<td>
+ 
+ 0.813
+ 
+ </td>
+<td>
+ 
+ 0.869
+ 
+ </td>
+<td>
+ 
+ 0.911
+ 
+ </td>
+<td>
+ 
+ 0.94
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 7
- 
- </td>
-<td>
- 
- 0.138
- 
- </td>
-<td>
- 
- 0.252
- 
- </td>
-<td>
- 
- 0.378
- 
- </td>
-<td>
- 
- 0.502
- 
- </td>
-<td>
- 
- 0.614
- 
- </td>
-<td>
- 
- 0.71
- 
- </td>
-<td>
- 
- 0.788
- 
- </td>
-<td>
- 
- 0.849
- 
- </td>
-<td>
- 
- 0.895
- 
- </td>
-<td>
- 
- 0.928
- 
- </td>
+ 
+ 7
+ 
+ </td>
+<td>
+ 
+ 0.138
+ 
+ </td>
+<td>
+ 
+ 0.252
+ 
+ </td>
+<td>
+ 
+ 0.378
+ 
+ </td>
+<td>
+ 
+ 0.502
+ 
+ </td>
+<td>
+ 
+ 0.614
+ 
+ </td>
+<td>
+ 
+ 0.71
+ 
+ </td>
+<td>
+ 
+ 0.788
+ 
+ </td>
+<td>
+ 
+ 0.849
+ 
+ </td>
+<td>
+ 
+ 0.895
+ 
+ </td>
+<td>
+ 
+ 0.928
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 8
- 
- </td>
-<td>
- 
- 0.131
- 
- </td>
-<td>
- 
- 0.238
- 
- </td>
-<td>
- 
- 0.357
- 
- </td>
-<td>
- 
- 0.477
- 
- </td>
-<td>
- 
- 0.588
- 
- </td>
-<td>
- 
- 0.685
- 
- </td>
-<td>
- 
- 0.765
- 
- </td>
-<td>
- 
- 0.829
- 
- </td>
-<td>
- 
- 0.879
- 
- </td>
-<td>
- 
- 0.915
- 
- </td>
+ 
+ 8
+ 
+ </td>
+<td>
+ 
+ 0.131
+ 
+ </td>
+<td>
+ 
+ 0.238
+ 
+ </td>
+<td>
+ 
+ 0.357
+ 
+ </td>
+<td>
+ 
+ 0.477
+ 
+ </td>
+<td>
+ 
+ 0.588
+ 
+ </td>
+<td>
+ 
+ 0.685
+ 
+ </td>
+<td>
+ 
+ 0.765
+ 
+ </td>
+<td>
+ 
+ 0.829
+ 
+ </td>
+<td>
+ 
+ 0.879
+ 
+ </td>
+<td>
+ 
+ 0.915
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 9
- 
- </td>
-<td>
- 
- 0.125
- 
- </td>
-<td>
- 
- 0.225
- 
- </td>
-<td>
- 
- 0.339
- 
- </td>
-<td>
- 
- 0.454
- 
- </td>
-<td>
- 
- 0.564
- 
- </td>
-<td>
- 
- 0.661
- 
- </td>
-<td>
- 
- 0.744
- 
- </td>
-<td>
- 
- 0.811
- 
- </td>
-<td>
- 
- 0.863
- 
- </td>
-<td>
- 
- 0.903
- 
- </td>
+ 
+ 9
+ 
+ </td>
+<td>
+ 
+ 0.125
+ 
+ </td>
+<td>
+ 
+ 0.225
+ 
+ </td>
+<td>
+ 
+ 0.339
+ 
+ </td>
+<td>
+ 
+ 0.454
+ 
+ </td>
+<td>
+ 
+ 0.564
+ 
+ </td>
+<td>
+ 
+ 0.661
+ 
+ </td>
+<td>
+ 
+ 0.744
+ 
+ </td>
+<td>
+ 
+ 0.811
+ 
+ </td>
+<td>
+ 
+ 0.863
+ 
+ </td>
+<td>
+ 
+ 0.903
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 10
- 
- </td>
-<td>
- 
- 0.121
- 
- </td>
-<td>
- 
- 0.215
- 
- </td>
-<td>
- 
- 0.323
- 
- </td>
-<td>
- 
- 0.435
- 
- </td>
-<td>
- 
- 0.542
- 
- </td>
-<td>
- 
- 0.64
- 
- </td>
-<td>
- 
- 0.723
- 
- </td>
-<td>
- 
- 0.793
- 
- </td>
-<td>
- 
- 0.848
- 
- </td>
-<td>
- 
- 0.891
- 
- </td>
+ 
+ 10
+ 
+ </td>
+<td>
+ 
+ 0.121
+ 
+ </td>
+<td>
+ 
+ 0.215
+ 
+ </td>
+<td>
+ 
+ 0.323
+ 
+ </td>
+<td>
+ 
+ 0.435
+ 
+ </td>
+<td>
+ 
+ 0.542
+ 
+ </td>
+<td>
+ 
+ 0.64
+ 
+ </td>
+<td>
+ 
+ 0.723
+ 
+ </td>
+<td>
+ 
+ 0.793
+ 
+ </td>
+<td>
+ 
+ 0.848
+ 
+ </td>
+<td>
+ 
+ 0.891
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 11
- 
- </td>
-<td>
- 
- 0.117
- 
- </td>
-<td>
- 
- 0.206
- 
- </td>
-<td>
- 
- 0.309
- 
- </td>
-<td>
- 
- 0.417
- 
- </td>
-<td>
- 
- 0.523
- 
- </td>
-<td>
- 
- 0.62
- 
- </td>
-<td>
- 
- 0.704
- 
- </td>
-<td>
- 
- 0.775
- 
- </td>
-<td>
- 
- 0.833
- 
- </td>
-<td>
- 
- 0.878
- 
- </td>
+ 
+ 11
+ 
+ </td>
+<td>
+ 
+ 0.117
+ 
+ </td>
+<td>
+ 
+ 0.206
+ 
+ </td>
+<td>
+ 
+ 0.309
+ 
+ </td>
+<td>
+ 
+ 0.417
+ 
+ </td>
+<td>
+ 
+ 0.523
+ 
+ </td>
+<td>
+ 
+ 0.62
+ 
+ </td>
+<td>
+ 
+ 0.704
+ 
+ </td>
+<td>
+ 
+ 0.775
+ 
+ </td>
+<td>
+ 
+ 0.833
+ 
+ </td>
+<td>
+ 
+ 0.878
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 12
- 
- </td>
-<td>
- 
- 0.113
- 
- </td>
-<td>
- 
- 0.198
- 
- </td>
-<td>
- 
- 0.297
- 
- </td>
-<td>
- 
- 0.402
- 
- </td>
-<td>
- 
- 0.505
- 
- </td>
-<td>
- 
- 0.601
- 
- </td>
-<td>
- 
- 0.686
- 
- </td>
-<td>
- 
- 0.759
- 
- </td>
-<td>
- 
- 0.818
- 
- </td>
-<td>
- 
- 0.866
- 
- </td>
+ 
+ 12
+ 
+ </td>
+<td>
+ 
+ 0.113
+ 
+ </td>
+<td>
+ 
+ 0.198
+ 
+ </td>
+<td>
+ 
+ 0.297
+ 
+ </td>
+<td>
+ 
+ 0.402
+ 
+ </td>
+<td>
+ 
+ 0.505
+ 
+ </td>
+<td>
+ 
+ 0.601
+ 
+ </td>
+<td>
+ 
+ 0.686
+ 
+ </td>
+<td>
+ 
+ 0.759
+ 
+ </td>
+<td>
+ 
+ 0.818
+ 
+ </td>
+<td>
+ 
+ 0.866
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 13
- 
- </td>
-<td>
- 
- 0.11
- 
- </td>
-<td>
- 
- 0.191
- 
- </td>
-<td>
- 
- 0.286
- 
- </td>
-<td>
- 
- 0.387
- 
- </td>
-<td>
- 
- 0.488
- 
- </td>
-<td>
- 
- 0.584
- 
- </td>
-<td>
- 
- 0.669
- 
- </td>
-<td>
- 
- 0.743
- 
- </td>
-<td>
- 
- 0.804
- 
- </td>
-<td>
- 
- 0.854
- 
- </td>
+ 
+ 13
+ 
+ </td>
+<td>
+ 
+ 0.11
+ 
+ </td>
+<td>
+ 
+ 0.191
+ 
+ </td>
+<td>
+ 
+ 0.286
+ 
+ </td>
+<td>
+ 
+ 0.387
+ 
+ </td>
+<td>
+ 
+ 0.488
+ 
+ </td>
+<td>
+ 
+ 0.584
+ 
+ </td>
+<td>
+ 
+ 0.669
+ 
+ </td>
+<td>
+ 
+ 0.743
+ 
+ </td>
+<td>
+ 
+ 0.804
+ 
+ </td>
+<td>
+ 
+ 0.854
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 14
- 
- </td>
-<td>
- 
- 0.108
- 
- </td>
-<td>
- 
- 0.185
- 
- </td>
-<td>
- 
- 0.276
- 
- </td>
-<td>
- 
- 0.374
- 
- </td>
-<td>
- 
- 0.473
- 
- </td>
-<td>
- 
- 0.567
- 
- </td>
-<td>
- 
- 0.653
- 
- </td>
-<td>
- 
- 0.728
- 
- </td>
-<td>
- 
- 0.791
- 
- </td>
-<td>
- 
- 0.842
- 
- </td>
+ 
+ 14
+ 
+ </td>
+<td>
+ 
+ 0.108
+ 
+ </td>
+<td>
+ 
+ 0.185
+ 
+ </td>
+<td>
+ 
+ 0.276
+ 
+ </td>
+<td>
+ 
+ 0.374
+ 
+ </td>
+<td>
+ 
+ 0.473
+ 
+ </td>
+<td>
+ 
+ 0.567
+ 
+ </td>
+<td>
+ 
+ 0.653
+ 
+ </td>
+<td>
+ 
+ 0.728
+ 
+ </td>
+<td>
+ 
+ 0.791
+ 
+ </td>
+<td>
+ 
+ 0.842
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 15
- 
- </td>
-<td>
- 
- 0.105
- 
- </td>
-<td>
- 
- 0.179
- 
- </td>
-<td>
- 
- 0.267
- 
- </td>
-<td>
- 
- 0.362
- 
- </td>
-<td>
- 
- 0.459
- 
- </td>
-<td>
- 
- 0.552
- 
- </td>
-<td>
- 
- 0.638
- 
- </td>
-<td>
- 
- 0.713
- 
- </td>
-<td>
- 
- 0.777
- 
- </td>
-<td>
- 
- 0.83
- 
- </td>
+ 
+ 15
+ 
+ </td>
+<td>
+ 
+ 0.105
+ 
+ </td>
+<td>
+ 
+ 0.179
+ 
+ </td>
+<td>
+ 
+ 0.267
+ 
+ </td>
+<td>
+ 
+ 0.362
+ 
+ </td>
+<td>
+ 
+ 0.459
+ 
+ </td>
+<td>
+ 
+ 0.552
+ 
+ </td>
+<td>
+ 
+ 0.638
+ 
+ </td>
+<td>
+ 
+ 0.713
+ 
+ </td>
+<td>
+ 
+ 0.777
+ 
+ </td>
+<td>
+ 
+ 0.83
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 16
- 
- </td>
-<td>
- 
- 0.103
- 
- </td>
-<td>
- 
- 0.174
- 
- </td>
-<td>
- 
- 0.259
- 
- </td>
-<td>
- 
- 0.351
- 
- </td>
-<td>
- 
- 0.446
- 
- </td>
-<td>
- 
- 0.538
- 
- </td>
-<td>
- 
- 0.623
- 
- </td>
-<td>
- 
- 0.699
- 
- </td>
-<td>
- 
- 0.764
- 
- </td>
-<td>
- 
- 0.819
- 
- </td>
+ 
+ 16
+ 
+ </td>
+<td>
+ 
+ 0.103
+ 
+ </td>
+<td>
+ 
+ 0.174
+ 
+ </td>
+<td>
+ 
+ 0.259
+ 
+ </td>
+<td>
+ 
+ 0.351
+ 
+ </td>
+<td>
+ 
+ 0.446
+ 
+ </td>
+<td>
+ 
+ 0.538
+ 
+ </td>
+<td>
+ 
+ 0.623
+ 
+ </td>
+<td>
+ 
+ 0.699
+ 
+ </td>
+<td>
+ 
+ 0.764
+ 
+ </td>
+<td>
+ 
+ 0.819
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 17
- 
- </td>
-<td>
- 
- 0.101
- 
- </td>
-<td>
- 
- 0.169
- 
- </td>
-<td>
- 
- 0.251
- 
- </td>
-<td>
- 
- 0.341
- 
- </td>
-<td>
- 
- 0.434
- 
- </td>
-<td>
- 
- 0.525
- 
- </td>
-<td>
- 
- 0.609
- 
- </td>
-<td>
- 
- 0.686
- 
- </td>
-<td>
- 
- 0.752
- 
- </td>
-<td>
- 
- 0.807
- 
- </td>
+ 
+ 17
+ 
+ </td>
+<td>
+ 
+ 0.101
+ 
+ </td>
+<td>
+ 
+ 0.169
+ 
+ </td>
+<td>
+ 
+ 0.251
+ 
+ </td>
+<td>
+ 
+ 0.341
+ 
+ </td>
+<td>
+ 
+ 0.434
+ 
+ </td>
+<td>
+ 
+ 0.525
+ 
+ </td>
+<td>
+ 
+ 0.609
+ 
+ </td>
+<td>
+ 
+ 0.686
+ 
+ </td>
+<td>
+ 
+ 0.752
+ 
+ </td>
+<td>
+ 
+ 0.807
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 18
- 
- </td>
-<td>
- 
- 0.0992
- 
- </td>
-<td>
- 
- 0.165
- 
- </td>
-<td>
- 
- 0.244
- 
- </td>
-<td>
- 
- 0.332
- 
- </td>
-<td>
- 
- 0.423
- 
- </td>
-<td>
- 
- 0.512
- 
- </td>
-<td>
- 
- 0.596
- 
- </td>
-<td>
- 
- 0.673
- 
- </td>
-<td>
- 
- 0.74
- 
- </td>
-<td>
- 
- 0.796
- 
- </td>
+ 
+ 18
+ 
+ </td>
+<td>
+ 
+ 0.0992
+ 
+ </td>
+<td>
+ 
+ 0.165
+ 
+ </td>
+<td>
+ 
+ 0.244
+ 
+ </td>
+<td>
+ 
+ 0.332
+ 
+ </td>
+<td>
+ 
+ 0.423
+ 
+ </td>
+<td>
+ 
+ 0.512
+ 
+ </td>
+<td>
+ 
+ 0.596
+ 
+ </td>
+<td>
+ 
+ 0.673
+ 
+ </td>
+<td>
+ 
+ 0.74
+ 
+ </td>
+<td>
+ 
+ 0.796
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 19
- 
- </td>
-<td>
- 
- 0.0976
- 
- </td>
-<td>
- 
- 0.161
- 
- </td>
-<td>
- 
- 0.238
- 
- </td>
-<td>
- 
- 0.323
- 
- </td>
-<td>
- 
- 0.412
- 
- </td>
-<td>
- 
- 0.5
- 
- </td>
-<td>
- 
- 0.584
- 
- </td>
-<td>
- 
- 0.66
- 
- </td>
-<td>
- 
- 0.728
- 
- </td>
-<td>
- 
- 0.786
- 
- </td>
+ 
+ 19
+ 
+ </td>
+<td>
+ 
+ 0.0976
+ 
+ </td>
+<td>
+ 
+ 0.161
+ 
+ </td>
+<td>
+ 
+ 0.238
+ 
+ </td>
+<td>
+ 
+ 0.323
+ 
+ </td>
+<td>
+ 
+ 0.412
+ 
+ </td>
+<td>
+ 
+ 0.5
+ 
+ </td>
+<td>
+ 
+ 0.584
+ 
+ </td>
+<td>
+ 
+ 0.66
+ 
+ </td>
+<td>
+ 
+ 0.728
+ 
+ </td>
+<td>
+ 
+ 0.786
+ 
+ </td>
</tr>
<tr>
<td>
- 
- 20
- 
- </td>
-<td>
- 
- 0.0961
- 
- </td>
-<td>
- 
- 0.158
- 
- </td>
-<td>
- 
- 0.232
- 
- </td>
-<td>
- 
- 0.315
- 
- </td>
-<td>
- 
- 0.402
- 
- </td>
-<td>
- 
- 0.489
- 
- </td>
-<td>
- 
- 0.572
- 
- </td>
-<td>
- 
- 0.648
- 
- </td>
-<td>
- 
- 0.716
- 
- </td>
-<td>
- 
- 0.775
- 
- </td>
+ 
+ 20
+ 
+ </td>
+<td>
+ 
+ 0.0961
+ 
+ </td>
+<td>
+ 
+ 0.158
+ 
+ </td>
+<td>
+ 
+ 0.232
+ 
+ </td>
+<td>
+ 
+ 0.315
+ 
+ </td>
+<td>
+ 
+ 0.402
+ 
+ </td>
+<td>
+ 
+ 0.489
+ 
+ </td>
+<td>
+ 
+ 0.572
+ 
+ </td>
+<td>
+ 
+ 0.648
+ 
+ </td>
+<td>
+ 
+ 0.716
+ 
+ </td>
+<td>
+ 
+ 0.775
+ 
+ </td>
</tr>
</tbody>
</table></div>

- See nc_chi_sq_example.cpp
- for the full C++ source code.
+ 
+
+ See nc_chi_sq_example.cpp
+ for the full C++ source code.
+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,19 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg"></a><a class="link" href="neg_binom_eg.html" title="Negative Binomial Distribution Examples">Negative
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg"></a><a class="link" href="neg_binom_eg.html" title="Negative Binomial Distribution Examples"> Negative
Binomial Distribution Examples</a>
</h5></div></div></div>
<div class="toc"><dl>
-<dt><a href="neg_binom_eg/neg_binom_conf.html">Calculating
- Confidence Limits on the Frequency of Occurrence for the Negative Binomial
- Distribution</a></dt>
-<dt><a href="neg_binom_eg/neg_binom_size_eg.html">Estimating
- Sample Sizes for the Negative Binomial.</a></dt>
-<dt><a href="neg_binom_eg/negative_binomial_example1.html">Negative
- Binomial Sales Quota Example.</a></dt>
-<dt><a href="neg_binom_eg/negative_binomial_example2.html">Negative
- Binomial Table Printing Example.</a></dt>
+<dt><a href="neg_binom_eg/neg_binom_conf.html">
+ Calculating Confidence Limits on the Frequency of Occurrence for the
+ Negative Binomial Distribution</a></dt>
+<dt><a href="neg_binom_eg/neg_binom_size_eg.html">
+ Estimating Sample Sizes for the Negative Binomial.</a></dt>
+<dt><a href="neg_binom_eg/negative_binomial_example1.html">
+ Negative Binomial Sales Quota Example.</a></dt>
+<dt><a href="neg_binom_eg/negative_binomial_example2.html">
+ Negative Binomial Table Printing Example.</a></dt>
</dl></div>

(See also the reference documentation for the <a class="link" href="../../dist_ref/dists/negative_binomial_dist.html" title="Negative Binomial Distribution">Negative

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,9 +24,9 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.neg_binom_conf"></a><a class="link" href="neg_binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution">Calculating
- Confidence Limits on the Frequency of Occurrence for the Negative Binomial
- Distribution</a>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.neg_binom_conf"></a><a class="link" href="neg_binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution">
+ Calculating Confidence Limits on the Frequency of Occurrence for the
+ Negative Binomial Distribution</a>
</h6></div></div></div>

 Imagine you have a process that follows a negative binomial distribution:
@@ -55,11 +55,15 @@
 illustrates their use.
 

- First we need some includes to access the negative binomial distribution
- (and some basic std output of course).
- 
+ 
+
+ First we need some includes to access the negative binomial distribution
+ (and some basic std output of course).
+ 
+
+ 

-
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp>
using boost::math::negative_binomial;
@@ -70,28 +74,39 @@
using std::setprecision;
using std::setw; using std::left; using std::fixed; using std::right;</pre>

- 
+ 

- First define a table of significance levels: these are the probabilities
- that the true occurrence frequency lies outside the calculated interval:
- 
+ 
+
+ First define a table of significance levels: these are the probabilities
+ that the true occurrence frequency lies outside the calculated interval:
+ 

-
+ 
+
+

<pre class="programlisting">double alpha[] = { 0.5, 0.25, 0.1, 0.05, 0.01, 0.001, 0.0001, 0.00001 };</pre>

- 
+ 

- Confidence value as % is (1 - alpha) * 100, so alpha 0.05 == 95% confidence
- that the true occurence frequency lies inside
- the calculated interval.
- 
+ 

- We need a function to calculate and print confidence limits for an
- observed frequency of occurrence that follows a negative binomial distribution.
- 
+ Confidence value as % is (1 - alpha) * 100, so alpha 0.05 == 95%
+ confidence that the true occurence frequency lies inside
+ the calculated interval.
+ 
+
+ 

-
+ We need a function to calculate and print confidence limits for an
+ observed frequency of occurrence that follows a negative binomial
+ distribution.
+ 
+
+ 
+
+

<pre class="programlisting">void confidence_limits_on_frequency(unsigned trials, unsigned successes)
{
@@ -117,21 +132,25 @@
 " Value (%) Limit Limit\n"
 "___________________________________________\n";</pre>

- 
+ 

- And now for the important part - the bounds themselves. For each value
- of alpha, we call <code class="computeroutput">find_lower_bound_on_p</code>
- and <code class="computeroutput">find_upper_bound_on_p</code>
- to obtain lower and upper bounds respectively. Note that since we are
- calculating a two-sided interval, we must divide the value of alpha
- in two. Had we been calculating a single-sided interval, for example:
- "Calculate a lower bound so that we are P% sure that
- the true occurrence frequency is greater than some value"
- then we would not have divided by
- two.
- 
+ 
+
+ And now for the important part - the bounds themselves. For each
+ value of alpha, we call <code class="computeroutput">find_lower_bound_on_p</code>
+ and <code class="computeroutput">find_upper_bound_on_p</code>
+ to obtain lower and upper bounds respectively. Note that since we
+ are calculating a two-sided interval, we must divide the value of
+ alpha in two. Had we been calculating a single-sided interval, for
+ example: "Calculate a lower bound so that we are P%
+ sure that the true occurrence frequency is greater than some value"
+ then we would not have divided by
+ two.
+ 
+
+ 

-
+

<pre class="programlisting"> // Now print out the upper and lower limits for the alpha table values.
 for(unsigned i = 0; i < sizeof(alpha)/sizeof(alpha[0]); ++i)
@@ -148,13 +167,17 @@
 cout << endl;
} // void confidence_limits_on_frequency(unsigned trials, unsigned successes)</pre>

- 
+ 

- And then call confidence_limits_on_frequency with increasing numbers
- of trials, but always the same success fraction 0.1, or 1 in 10.
- 
+ 
+
+ And then call confidence_limits_on_frequency with increasing numbers
+ of trials, but always the same success fraction 0.1, or 1 in 10.
+ 

-
+ 
+
+

<pre class="programlisting">int main()
{
@@ -167,7 +190,7 @@

</pre>

- 
+ 

 Let's see some sample output for a 1 in 10 success ratio, first for
 a mere 20 trials:

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.neg_binom_size_eg"></a><a class="link" href="neg_binom_size_eg.html" title="Estimating Sample Sizes for the Negative Binomial.">Estimating
- Sample Sizes for the Negative Binomial.</a>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.neg_binom_size_eg"></a><a class="link" href="neg_binom_size_eg.html" title="Estimating Sample Sizes for the Negative Binomial.">
+ Estimating Sample Sizes for the Negative Binomial.</a>
</h6></div></div></div>

 Imagine you have an event (let's call it a "failure" - though
@@ -43,45 +43,64 @@
 demonstrates its usage.
 

- It centres around a routine that prints out a table of minimum sample
- sizes (number of trials) for various probability thresholds:
- 
+ 

-
+ It centres around a routine that prints out a table of minimum sample
+ sizes (number of trials) for various probability thresholds:
+ 
+
+ 
+
+

<pre class="programlisting">void find_number_of_trials(double failures, double p);</pre>

- 
+ 

- First define a table of significance levels: these are the maximum
- acceptable probability that failure or fewer events
- will be observed.
- 
+ 

-
+ First define a table of significance levels: these are the maximum
+ acceptable probability that failure or fewer
+ events will be observed.
+ 
+
+ 
+
+

<pre class="programlisting">double alpha[] = { 0.5, 0.25, 0.1, 0.05, 0.01, 0.001, 0.0001, 0.00001 };</pre>

- 
+ 

- Confidence value as % is (1 - alpha) * 100, so alpha 0.05 == 95% confidence
- that the desired number of failures will be observed. The values range
- from a very low 0.5 or 50% confidence up to an extremely high confidence
- of 99.999.
- 
+ 

- Much of the rest of the program is pretty-printing, the important part
- is in the calculation of minimum number of trials required for each
- value of alpha using:
- 
+ Confidence value as % is (1 - alpha) * 100, so alpha 0.05 == 95%
+ confidence that the desired number of failures will be observed.
+ The values range from a very low 0.5 or 50% confidence up to an extremely
+ high confidence of 99.999.
+ 
+
+ 
+
+ Much of the rest of the program is pretty-printing, the important
+ part is in the calculation of minimum number of trials required for
+ each value of alpha using:
+ 
+
+
+
<pre class="programlisting">(int)ceil(negative_binomial::find_minimum_number_of_trials(failures, p, alpha[i]);
</pre>

- find_minimum_number_of_trials returns a double, so <code class="computeroutput">ceil</code>
- rounds this up to ensure we have an integral minimum number of trials.
- 
+ 

-
+ find_minimum_number_of_trials returns a double, so <code class="computeroutput">ceil</code> rounds this up to ensure we
+ have an integral minimum number of trials.
+ 
+
+ 
+
+

<pre class="programlisting">
void find_number_of_trials(double failures, double p)
@@ -112,13 +131,17 @@
 cout << endl;
} // void find_number_of_trials(double failures, double p)</pre>

- 
+ 

- finally we can produce some tables of minimum trials for the chosen
- confidence levels:
- 
+ 

-
+ finally we can produce some tables of minimum trials for the chosen
+ confidence levels:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -134,6 +157,8 @@

</pre>

+ 
+
 
<div class="note"><table border="0" summary="Note">
<tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.negative_binomial_example1"></a><a class="link" href="negative_binomial_example1.html" title="Negative Binomial Sales Quota Example.">Negative
- Binomial Sales Quota Example.</a>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.negative_binomial_example1"></a><a class="link" href="negative_binomial_example1.html" title="Negative Binomial Sales Quota Example.">
+ Negative Binomial Sales Quota Example.</a>
</h6></div></div></div>

 This example program <a href="../../../../../../../../example/negative_binomial_example1.cpp" target="_top">negative_binomial_example1.cpp
@@ -33,69 +33,92 @@
 of meeting a sales quota.
 

- Based on <a href="http://en.wikipedia.org/wiki/Negative_binomial_distribution" target="_top">a
- problem by Dr. Diane Evans, Professor of Mathematics at Rose-Hulman
- Institute of Technology</a>.
- 
-
- Pat is required to sell candy bars to raise money for the 6th grade
- field trip. There are thirty houses in the neighborhood, and Pat is
- not supposed to return home until five candy bars have been sold. So
- the child goes door to door, selling candy bars. At each house, there
- is a 0.4 probability (40%) of selling one candy bar and a 0.6 probability
- (60%) of selling nothing.
- 
-
- What is the probability mass (density) function (pdf) for selling the
- last (fifth) candy bar at the nth house?
- 
-
- The Negative Binomial(r, p) distribution describes the probability
- of k failures and r successes in k+r Bernoulli(p) trials with success
- on the last trial. (A <a href="http://en.wikipedia.org/wiki/Bernoulli_distribution" target="_top">Bernoulli
- trial</a> is one with only two possible outcomes, success of failure,
- and p is the probability of success). See also <a href="../../../../../" target="_top">http://en.wikipedia.org/wiki/Bernoulli_distribution
- Bernoulli distribution</a> and <a href="http://www.math.uah.edu/stat/bernoulli/Introduction.xhtml" target="_top">Bernoulli
- applications</a>.
- 
+ 

- In this example, we will deliberately produce a variety of calculations
- and outputs to demonstrate the ways that the negative binomial distribution
- can be implemented with this library: it is also deliberately over-commented.
- 
+ Based on <a href="http://en.wikipedia.org/wiki/Negative_binomial_distribution" target="_top">a
+ problem by Dr. Diane Evans, Professor of Mathematics at Rose-Hulman
+ Institute of Technology</a>.
+ 
+
+ 
+
+ Pat is required to sell candy bars to raise money for the 6th grade
+ field trip. There are thirty houses in the neighborhood, and Pat
+ is not supposed to return home until five candy bars have been sold.
+ So the child goes door to door, selling candy bars. At each house,
+ there is a 0.4 probability (40%) of selling one candy bar and a 0.6
+ probability (60%) of selling nothing.
+ 
+
+ 
+
+ What is the probability mass (density) function (pdf) for selling
+ the last (fifth) candy bar at the nth house?
+ 
+
+ 
+
+ The Negative Binomial(r, p) distribution describes the probability
+ of k failures and r successes in k+r Bernoulli(p) trials with success
+ on the last trial. (A <a href="http://en.wikipedia.org/wiki/Bernoulli_distribution" target="_top">Bernoulli
+ trial</a> is one with only two possible outcomes, success of
+ failure, and p is the probability of success). See also <a href="../../../../../" target="_top">http://en.wikipedia.org/wiki/Bernoulli_distribution
+ Bernoulli distribution</a> and <a href="http://www.math.uah.edu/stat/bernoulli/Introduction.xhtml" target="_top">Bernoulli
+ applications</a>.
+ 
+
+ 
+
+ In this example, we will deliberately produce a variety of calculations
+ and outputs to demonstrate the ways that the negative binomial distribution
+ can be implemented with this library: it is also deliberately over-commented.
+ 
+
+ 
+
+ First we need to #define macros to control the error and discrete
+ handling policies. For this simple example, we want to avoid throwing
+ an exception (the default policy) and just return infinity. We want
+ to treat the distribution as if it was continuous, so we choose a
+ discrete_quantile policy of real, rather than the default policy
+ integer_round_outwards.
+ 

- First we need to #define macros to control the error and discrete handling
- policies. For this simple example, we want to avoid throwing an exception
- (the default policy) and just return infinity. We want to treat the
- distribution as if it was continuous, so we choose a discrete_quantile
- policy of real, rather than the default policy integer_round_outwards.
- 
+ 

-
+

<pre class="programlisting">#define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
#define BOOST_MATH_DISCRETE_QUANTILE_POLICY real</pre>

- 
+ 

- After that we need some includes to provide easy access to the negative
- binomial distribution,
- 
+ 
+
+ After that we need some includes to provide easy access to the negative
+ binomial distribution,
+ 
+
+ 
<div class="caution"><table border="0" summary="Caution">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../../doc/src/images/caution.png"></td>
<th align="left">Caution</th>
</tr>
<tr><td align="left" valign="top">
- It is vital to #include distributions etc after
- the above #defines
- </td></tr>
+ It is vital to #include distributions etc after
+ the above #defines
+ </td></tr>
</table></div>

- and we need some std library iostream, of course.
- 
+ 

-
+ and we need some std library iostream, of course.
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp>
 // for negative_binomial_distribution
@@ -114,67 +137,91 @@
 using std::numeric_limits;
</pre>

- 
+ 

- It is always sensible to use try and catch blocks because defaults
- policies are to throw an exception if anything goes wrong.
- 
+ 

- A simple catch block (see below) will ensure that you get a helpful
- error message instead of an abrupt program abort.
- 
+ It is always sensible to use try and catch blocks because defaults
+ policies are to throw an exception if anything goes wrong.
+ 

-
+ 
+
+ A simple catch block (see below) will ensure that you get a helpful
+ error message instead of an abrupt program abort.
+ 
+
+ 
+
+

<pre class="programlisting">try
{</pre>

- 
+ 

- Selling five candy bars means getting five successes, so successes
- r = 5. The total number of trials (n, in this case, houses visited)
- this takes is therefore = sucesses + failures or k + r = k + 5.
- 
+ 

-
+ Selling five candy bars means getting five successes, so successes
+ r = 5. The total number of trials (n, in this case, houses visited)
+ this takes is therefore = sucesses + failures or k + r = k + 5.
+ 
+
+ 
+
+

<pre class="programlisting">double sales_quota = 5; // Pat's sales quota - successes (r).</pre>

- 
+ 

- At each house, there is a 0.4 probability (40%) of selling one candy
- bar and a 0.6 probability (60%) of selling nothing.
- 
+ 

-
+ At each house, there is a 0.4 probability (40%) of selling one candy
+ bar and a 0.6 probability (60%) of selling nothing.
+ 
+
+ 
+
+

<pre class="programlisting">double success_fraction = 0.4; // success_fraction (p) - so failure_fraction is 0.6.</pre>

- 
+ 

- The Negative Binomial(r, p) distribution describes the probability
- of k failures and r successes in k+r Bernoulli(p) trials with success
- on the last trial. (A <a href="http://en.wikipedia.org/wiki/Bernoulli_distribution" target="_top">Bernoulli
- trial</a> is one with only two possible outcomes, success of failure,
- and p is the probability of success).
- 
+ 

- We therefore start by constructing a negative binomial distribution
- with parameters sales_quota (required successes) and probability of
- success.
- 
+ The Negative Binomial(r, p) distribution describes the probability
+ of k failures and r successes in k+r Bernoulli(p) trials with success
+ on the last trial. (A <a href="http://en.wikipedia.org/wiki/Bernoulli_distribution" target="_top">Bernoulli
+ trial</a> is one with only two possible outcomes, success of
+ failure, and p is the probability of success).
+ 

-
+ 
+
+ We therefore start by constructing a negative binomial distribution
+ with parameters sales_quota (required successes) and probability
+ of success.
+ 
+
+ 
+
+

<pre class="programlisting">negative_binomial nb(sales_quota, success_fraction); // type double by default.</pre>

- 
+ 

- To confirm, display the success_fraction & successes parameters
- of the distribution.
- 
+ 

-
+ To confirm, display the success_fraction & successes parameters
+ of the distribution.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Pat has a sales per house success rate of " << success_fraction
 << ".\nTherefore he would, on average, sell " << nb.success_fraction() * 100
@@ -187,42 +234,57 @@
 "to need to visit about " << success_fraction * all_houses
 << " houses in order to sell all " << nb.successes() << " bars. " << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Pat has a sales per house success rate of 0.4.
Therefore he would, on average, sell 40 bars after trying 100 houses.
With a success rate of 0.4, he might expect, on average,
to need to visit about 12 houses in order to sell all 5 bars.
</pre>

- The random variable of interest is the number of houses that must be
- visited to sell five candy bars, so we substitute k = n - 5 into a
- negative_binomial(5, 0.4) and obtain the <a class="link" href="../../../dist_ref/nmp.html#math.dist.pdf">probability
- mass (density) function (pdf or pmf)</a> of the distribution of
- houses visited. Obviously, the best possible case is that Pat makes
- sales on all the first five houses.
- 
+ 

- We calculate this using the pdf function:
- 
+ The random variable of interest is the number of houses that must
+ be visited to sell five candy bars, so we substitute k = n - 5 into
+ a negative_binomial(5, 0.4) and obtain the <a class="link" href="../../../dist_ref/nmp.html#math.dist.pdf">probability
+ mass (density) function (pdf or pmf)</a> of the distribution of
+ houses visited. Obviously, the best possible case is that Pat makes
+ sales on all the first five houses.
+ 

-
+ 
+
+ We calculate this using the pdf function:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability that Pat finishes on the " << sales_quota << "th house is "
 << pdf(nb, 5 - sales_quota) << endl; // == pdf(nb, 0)</pre>

- 
+ 

- Of course, he could not finish on fewer than 5 houses because he must
- sell 5 candy bars. So the 5th house is the first that he could possibly
- finish on.
- 
+ 

- To finish on or before the 8th house, Pat must finish at the 5th, 6th,
- 7th or 8th house. The probability that he will finish on exactly ( == ) on any house is the Probability
- Density Function (pdf).
- 
+ Of course, he could not finish on fewer than 5 houses because he
+ must sell 5 candy bars. So the 5th house is the first that he could
+ possibly finish on.
+ 

-
+ 
+
+ To finish on or before the 8th house, Pat must finish at the 5th,
+ 6th, 7th or 8th house. The probability that he will finish on exactly ( == ) on any house is the Probability
+ Density Function (pdf).
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability that Pat finishes on the 6th house is "
 << pdf(nb, 6 - sales_quota) << endl;
@@ -231,17 +293,24 @@
cout << "Probability that Pat finishes on the 8th house is "
 << pdf(nb, 8 - sales_quota) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability that Pat finishes on the 6th house is 0.03072
Probability that Pat finishes on the 7th house is 0.055296
Probability that Pat finishes on the 8th house is 0.077414
</pre>

- The sum of the probabilities for these houses is the Cumulative Distribution
- Function (cdf). We can calculate it by adding the individual probabilities.
- 
+ 

-
+ The sum of the probabilities for these houses is the Cumulative Distribution
+ Function (cdf). We can calculate it by adding the individual probabilities.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability that Pat finishes on or before the 8th house is sum "
 "\n" << "pdf(sales_quota) + pdf(6) + pdf(7) + pdf(8) = "
@@ -252,25 +321,37 @@
 + pdf(nb, 8 - sales_quota) // 3 failures.
 << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">pdf(sales_quota) + pdf(6) + pdf(7) + pdf(8) = 0.17367
</pre>

- Or, usually better, by using the negative binomial cumulative
- distribution function.
- 
+ 

-
+ Or, usually better, by using the negative binomial cumulative
+ distribution function.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "\nProbability of selling his quota of " << sales_quota
 << " bars\non or before the " << 8 << "th house is "
 << cdf(nb, 8 - sales_quota) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of selling his quota of 5 bars on or before the 8th house is 0.17367
</pre>

-
+ 
+
+

<pre class="programlisting">cout << "\nProbability that Pat finishes exactly on the 10th house is "
 << pdf(nb, 10 - sales_quota) << endl;
@@ -278,12 +359,17 @@
 << " bars\non or before the " << 10 << "th house is "
 << cdf(nb, 10 - sales_quota) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability that Pat finishes exactly on the 10th house is 0.10033
Probability of selling his quota of 5 bars on or before the 10th house is 0.3669
</pre>

-
+ 
+
+

<pre class="programlisting">cout << "Probability that Pat finishes exactly on the 11th house is "
 << pdf(nb, 11 - sales_quota) << endl;
@@ -291,13 +377,18 @@
 << " bars\non or before the " << 11 << "th house is "
 << cdf(nb, 11 - sales_quota) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability that Pat finishes on the 11th house is 0.10033
Probability of selling his quota of 5 candy bars
on or before the 11th house is 0.46723
</pre>

-
+ 
+
+

<pre class="programlisting">cout << "Probability that Pat finishes exactly on the 12th house is "
 << pdf(nb, 12 - sales_quota) << endl;
@@ -306,135 +397,189 @@
 << " bars\non or before the " << 12 << "th house is "
 << cdf(nb, 12 - sales_quota) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability that Pat finishes on the 12th house is 0.094596
Probability of selling his quota of 5 candy bars
on or before the 12th house is 0.56182
</pre>

- Finally consider the risk of Pat not selling his quota of 5 bars even
- after visiting all the houses. Calculate the probability that he will
- sell on or before the last house: Calculate the probability that he
- would sell all his quota on the very last house.
- 
+ 

-
+ Finally consider the risk of Pat not selling his quota of 5 bars
+ even after visiting all the houses. Calculate the probability that
+ he will sell on or before the last house: Calculate
+ the probability that he would sell all his quota on the very last
+ house.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability that Pat finishes on the " << all_houses
 << " house is " << pdf(nb, all_houses - sales_quota) << endl;</pre>

- 
+ 

- Probability of selling his quota of 5 bars on the 30th house is
- 
+ 
+
+ Probability of selling his quota of 5 bars on the 30th house is
+ 
+
+
+
<pre class="programlisting">Probability that Pat finishes on the 30 house is 0.00069145
</pre>

- when he'd be very unlucky indeed!
- 
+ 

- What is the probability that Pat exhausts all 30 houses in the neighborhood,
- and still doesn't sell the required
- 5 candy bars?
- 
+ when he'd be very unlucky indeed!
+ 

-
+ 
+
+ What is the probability that Pat exhausts all 30 houses in the neighborhood,
+ and still doesn't sell the required
+ 5 candy bars?
+ 
+
+ 
+
+

<pre class="programlisting">cout << "\nProbability of selling his quota of " << sales_quota
 << " bars\non or before the " << all_houses << "th house is "
 << cdf(nb, all_houses - sales_quota) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of selling his quota of 5 bars
on or before the 30th house is 0.99849
</pre>

- /*<code class="computeroutput">So the
- risk of
- failing even
- after visiting
- all the
- houses is
- 1 -
- this probability, </code><code class="computeroutput">1
- - cdf(nb, all_houses
- - sales_quota</code><code class="computeroutput">
- But using
- this expression
- may cause
- serious inaccuracy, so it would
- be much
- better to
- use the
- complement of
- the cdf: So the risk
- of failing
- even at, or after,
- the 31th (non-existent)
- houses is
- 1 -
- this probability, </code><code class="computeroutput">1
- - cdf(nb, all_houses
- - sales_quota)</code>` But using this expression may cause
- serious inaccuracy. So it would be much better to use the complement
- of the cdf. <a class="link" href="../../overview/complements.html#why_complements">Why complements?</a>
- 
+ 

-
+ /*<code class="computeroutput">So the
+ risk of
+ failing even
+ after visiting
+ all the
+ houses is
+ 1 -
+ this probability, </code><code class="computeroutput">1
+ - cdf(nb, all_houses
+ - sales_quota</code><code class="computeroutput">
+ But using
+ this expression
+ may cause
+ serious inaccuracy, so
+ it would
+ be much
+ better to
+ use the
+ complement of
+ the cdf: So
+ the risk
+ of failing
+ even at, or after,
+ the 31th (non-existent)
+ houses is
+ 1 -
+ this probability, </code><code class="computeroutput">1
+ - cdf(nb, all_houses
+ - sales_quota)</code>` But using this expression may cause
+ serious inaccuracy. So it would be much better to use the complement
+ of the cdf. <a class="link" href="../../overview/complements.html#why_complements">Why complements?</a>
+ 
+
+ 
+
+

<pre class="programlisting">cout << "\nProbability of failing to sell his quota of " << sales_quota
 << " bars\neven after visiting all " << all_houses << " houses is "
 << cdf(complement(nb, all_houses - sales_quota)) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of failing to sell his quota of 5 bars
even after visiting all 30 houses is 0.0015101
</pre>

- We can also use the quantile (percentile), the inverse of the cdf,
- to predict which house Pat will finish on. So for the 8th house:
- 
+ 

-
+ We can also use the quantile (percentile), the inverse of the cdf,
+ to predict which house Pat will finish on. So for the 8th house:
+ 
+
+ 
+
+

<pre class="programlisting">double p = cdf(nb, (8 - sales_quota));
cout << "Probability of meeting sales quota on or before 8th house is "<< p << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">Probability of meeting sales quota on or before 8th house is 0.174
</pre>

-
+ 
+
+

<pre class="programlisting">cout << "If the confidence of meeting sales quota is " << p
 << ", then the finishing house is " << quantile(nb, p) + sales_quota << endl;

cout<< " quantile(nb, p) = " << quantile(nb, p) << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">If the confidence of meeting sales quota is 0.17367, then the finishing house is 8
</pre>

- Demanding absolute certainty that all 5 will be sold, implies an infinite
- number of trials. (Of course, there are only 30 houses on the estate,
- so he can't ever be certain of selling
- his quota).
- 
+ 

-
+ Demanding absolute certainty that all 5 will be sold, implies an
+ infinite number of trials. (Of course, there are only 30 houses on
+ the estate, so he can't ever be certain
+ of selling his quota).
+ 
+
+ 
+
+

<pre class="programlisting">cout << "If the confidence of meeting sales quota is " << 1.
 << ", then the finishing house is " << quantile(nb, 1) + sales_quota << endl;
// 1.#INF == infinity.</pre>

- 
+ 
+
+
+
<pre class="programlisting">If the confidence of meeting sales quota is 1, then the finishing house is 1.#INF
</pre>

- And similarly for a few other probabilities:
- 
+ 

-
+ And similarly for a few other probabilities:
+ 
+
+ 
+
+

<pre class="programlisting">cout << "If the confidence of meeting sales quota is " << 0.
 << ", then the finishing house is " << quantile(nb, 0.) + sales_quota << endl;
@@ -445,35 +590,51 @@
cout << "If the confidence of meeting sales quota is " << 1 - 0.00151 // 30 th
 << ", then the finishing house is " << quantile(nb, 1 - 0.00151) + sales_quota << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">If the confidence of meeting sales quota is 0, then the finishing house is 5
If the confidence of meeting sales quota is 0.5, then the finishing house is 11.337
If the confidence of meeting sales quota is 0.99849, then the finishing house is 30
</pre>

- Notice that because we chose a discrete quantile policy of real, the
- result can be an 'unreal' fractional house.
- 
+ 

- If the opposite is true, we don't want to assume any confidence, then
- this is tantamount to assuming that all the first sales_quota trials
- will be successful sales.
- 
+ Notice that because we chose a discrete quantile policy of real,
+ the result can be an 'unreal' fractional house.
+ 

-
+ 
+
+ If the opposite is true, we don't want to assume any confidence,
+ then this is tantamount to assuming that all the first sales_quota
+ trials will be successful sales.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "If confidence of meeting quota is zero\n(we assume all houses are successful sales)"
 ", then finishing house is " << sales_quota << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">If confidence of meeting quota is zero (we assume all houses are successful sales), then finishing house is 5
If confidence of meeting quota is 0, then finishing house is 5
</pre>

- We can list quantiles for a few probabilities:
- 
+ 

-
+ We can list quantiles for a few probabilities:
+ 
+
+ 
+
+

<pre class="programlisting"> double ps[] = {0., 0.001, 0.01, 0.05, 0.1, 0.5, 0.9, 0.95, 0.99, 0.999, 1.};
 // Confidence as fraction = 1-alpha, as percent = 100 * (1-alpha[i]) %
@@ -485,7 +646,10 @@
 << endl;
}</pre>

- 
+ 
+
+
+
<pre class="programlisting">If confidence of meeting quota is 0, then finishing house is 5
If confidence of meeting quota is 0.001, then finishing house is 5
If confidence of meeting quota is 0.01, then finishing house is 5
@@ -499,38 +663,53 @@
If confidence of meeting quota is 1, then finishing house is 1.#INF
</pre>

- We could have applied a ceil function to obtain a 'worst case' integer
- value for house.
+ 
+
+ We could have applied a ceil function to obtain a 'worst case' integer
+ value for house.

<pre class="programlisting">ceil(quantile(nb, ps[i]))</pre>

- 
+ 
+
+ 

- Or, if we had used the default discrete quantile policy, integer_outside,
- by omitting
+ Or, if we had used the default discrete quantile policy, integer_outside,
+ by omitting

<pre class="programlisting">#define BOOST_MATH_DISCRETE_QUANTILE_POLICY real</pre>

- we would have achieved the same effect.
- 
+ we would have achieved the same effect.
+ 

- The real result gives some suggestion which house is most likely. For
- example, compare the real and integer_outside for 95% confidence.
- 
+ 
+
+ The real result gives some suggestion which house is most likely.
+ For example, compare the real and integer_outside for 95% confidence.
+ 
+
+
+
<pre class="programlisting">If confidence of meeting quota is 0.95, then finishing house is 20.1
If confidence of meeting quota is 0.95, then finishing house is 21
</pre>

- The real value 20.1 is much closer to 20 than 21, so integer_outside
- is pessimistic. We could also use integer_round_nearest policy to suggest
- that 20 is more likely.
- 
+ 

- Finally, we can tabulate the probability for the last sale being exactly
- on each house.
- 
+ The real value 20.1 is much closer to 20 than 21, so integer_outside
+ is pessimistic. We could also use integer_round_nearest policy to
+ suggest that 20 is more likely.
+ 

-
+ 
+
+ Finally, we can tabulate the probability for the last sale being
+ exactly on each house.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "\nHouse for " << sales_quota << "th (last) sale. Probability (%)" << endl;
cout.precision(5);
@@ -540,7 +719,10 @@
}
cout << endl;</pre>

- 
+ 
+
+
+
<pre class="programlisting">House for 5 th (last) sale. Probability (%)
5 0.01024
6 0.04096
@@ -570,11 +752,15 @@
30 0.99849
</pre>

- As noted above, using a catch block is always a good idea, even if
- you do not expect to use it.
- 
+ 

-
+ As noted above, using a catch block is always a good idea, even if
+ you do not expect to use it.
+ 
+
+ 
+
+

<pre class="programlisting">}
catch(const std::exception& e)
@@ -582,19 +768,26 @@
 // an overflow exception should never be thrown.
 std::cout << "\nMessage from thrown exception was:\n " << e.what() << std::endl;</pre>

- 
+ 

- For example, without a ignore domain error policy, if we asked for
-
+ 
+
+ For example, without a ignore domain error policy, if we asked for
+

<pre class="programlisting">pdf(nb, -1)</pre>

- for example, we would get:
- 
+ for example, we would get:
+ 
+
+
+
<pre class="programlisting">Message from thrown exception was:
 Error in function boost::math::pdf(const negative_binomial_distribution<double>&, double):
 Number of failures argument is -1, but must be >= 0 !
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,17 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.negative_binomial_example2"></a><a class="link" href="negative_binomial_example2.html" title="Negative Binomial Table Printing Example.">Negative
- Binomial Table Printing Example.</a>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.negative_binomial_example2"></a><a class="link" href="negative_binomial_example2.html" title="Negative Binomial Table Printing Example.">
+ Negative Binomial Table Printing Example.</a>
</h6></div></div></div>

 Example program showing output of a table of values of cdf and pdf
 for various k failures.
 

-
+ 
+
+

<pre class="programlisting">// Print a table of values that can be used to plot
// using Excel, or some other superior graphical display tool.
@@ -54,9 +56,11 @@
cout << endl;
</pre>

- 
+ 

-
+ 
+
+

<pre class="programlisting">k pdf cdf
 0, 1.5258789062500000e-005 1.5258789062500003e-005
@@ -125,6 +129,8 @@
63, 0.00024610318764958566 0.99882473495070978
</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.normal_example"></a><a class="link" href="normal_example.html" title="Normal Distribution Examples">Normal
+<a name="math_toolkit.dist.stat_tut.weg.normal_example"></a><a class="link" href="normal_example.html" title="Normal Distribution Examples"> Normal
 Distribution Examples</a>
</h5></div></div></div>
-<div class="toc"><dl><dt><a href="normal_example/normal_misc.html">Some
- Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></div>
+<div class="toc"><dl><dt><a href="normal_example/normal_misc.html">
+ Some Miscellaneous Examples of the Normal (Gaussian) Distribution</a></dt></dl></div>

 (See also the reference documentation for the <a class="link" href="../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
 Distribution</a>.)

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,24 +24,28 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc"></a><a class="link" href="normal_misc.html" title="Some Miscellaneous Examples of the Normal (Gaussian) Distribution">Some
- Miscellaneous Examples of the Normal (Gaussian) Distribution</a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc"></a><a class="link" href="normal_misc.html" title="Some Miscellaneous Examples of the Normal (Gaussian) Distribution">
+ Some Miscellaneous Examples of the Normal (Gaussian) Distribution</a>
</h6></div></div></div>

 The sample program normal_misc_examples.cpp
 illustrates their use.
 
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.traditional_tables"></a><h5>
-<a name="id950049"></a>
+<a name="id1059154"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.traditional_tables">Traditional
 Tables</a>
 </h5>

- First we need some includes to access the normal distribution (and
- some std output of course).
- 
+ 

-
+ First we need some includes to access the normal distribution (and
+ some std output of course).
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp> // for normal_distribution
 using boost::math::normal; // typedef provides default type is double.
@@ -61,12 +65,16 @@
 {
 { // Traditional tables and values.</pre>

- 
+ 

- Let's start by printing some traditional tables.
- 
+ 

-
+ Let's start by printing some traditional tables.
+ 
+
+ 
+
+

<pre class="programlisting">double step = 1.; // in z
double range = 4; // min and max z = -range to +range.
@@ -81,12 +89,16 @@
 cout << "Standard normal distribution, mean = "<< s.mean()
 << ", standard deviation = " << s.standard_deviation() << endl;</pre>

- 
+ 

- First the probability distribution function (pdf).
- 
+ 

-
+ First the probability distribution function (pdf).
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Probability distribution function values" << endl;
cout << " z " " pdf " << endl;
@@ -98,13 +110,17 @@
}
cout.precision(6); // default</pre>

- 
+ 

- And the area under the normal curve from -∞ up to z, the cumulative distribution
- function (cdf).
- 
+ 

-
+ And the area under the normal curve from -∞ up to z, the cumulative
+ distribution function (cdf).
+ 
+
+ 
+
+

<pre class="programlisting">// For a standard normal distribution
cout << "Standard normal mean = "<< s.mean()
@@ -118,88 +134,116 @@
}
cout.precision(6); // default</pre>

- 
+ 

- And all this you can do with a nanoscopic amount of work compared to
- the team of human computers toiling
- with Milton Abramovitz and Irene Stegen at the US National Bureau of
- Standards (now NIST). Starting
- in 1938, their "Handbook of Mathematical Functions with Formulas,
- Graphs and Mathematical Tables", was eventually published in 1964,
- and has been reprinted numerous times since. (A major replacement is
- planned at <a href="http://dlmf.nist.gov" target="_top">Digital Library of Mathematical
- Functions</a>).
- 
+ 

- Pretty-printing a traditional 2-dimensional table is left as an exercise
- for the student, but why bother now that the Math Toolkit lets you
- write
- 
+ And all this you can do with a nanoscopic amount of work compared
+ to the team of human computers toiling
+ with Milton Abramovitz and Irene Stegen at the US National Bureau
+ of Standards (now NIST).
+ Starting in 1938, their "Handbook of Mathematical Functions
+ with Formulas, Graphs and Mathematical Tables", was eventually
+ published in 1964, and has been reprinted numerous times since. (A
+ major replacement is planned at <a href="http://dlmf.nist.gov" target="_top">Digital
+ Library of Mathematical Functions</a>).
+ 
+
+ 
+
+ Pretty-printing a traditional 2-dimensional table is left as an exercise
+ for the student, but why bother now that the Math Toolkit lets you
+ write
+ 

-
+ 
+
+

<pre class="programlisting">double z = 2.;
cout << "Area for z = " << z << " is " << cdf(s, z) << endl; // to get the area for z.</pre>

- 
+ 

- Correspondingly, we can obtain the traditional 'critical' values for
- significance levels. For the 95% confidence level, the significance
- level usually called alpha, is 0.05 = 1 - 0.95 (for a one-sided test),
- so we can write
- 
+ 

-
+ Correspondingly, we can obtain the traditional 'critical' values
+ for significance levels. For the 95% confidence level, the significance
+ level usually called alpha, is 0.05 = 1 - 0.95 (for a one-sided test),
+ so we can write
+ 
+
+ 
+
+

<pre class="programlisting"> cout << "95% of area has a z below " << quantile(s, 0.95) << endl;
// 95% of area has a z below 1.64485</pre>

- 
+ 

- and a two-sided test (a comparison between two levels, rather than
- a one-sided test)
- 
+ 

-
+ and a two-sided test (a comparison between two levels, rather than
+ a one-sided test)
+ 
+
+ 
+
+

<pre class="programlisting"> cout << "95% of area has a z between " << quantile(s, 0.975)
 << " and " << -quantile(s, 0.975) << endl;
// 95% of area has a z between 1.95996 and -1.95996</pre>

- 
+ 

- First, define a table of significance levels: these are the probabilities
- that the true occurrence frequency lies outside the calculated interval.
- 
+ 

- It is convenient to have an alpha level for the probability that z
- lies outside just one standard deviation. This will not be some nice
- neat number like 0.05, but we can easily calculate it,
- 
+ First, define a table of significance levels: these are the probabilities
+ that the true occurrence frequency lies outside the calculated interval.
+ 

-
+ 
+
+ It is convenient to have an alpha level for the probability that
+ z lies outside just one standard deviation. This will not be some
+ nice neat number like 0.05, but we can easily calculate it,
+ 
+
+ 
+
+

<pre class="programlisting">double alpha1 = cdf(s, -1) * 2; // 0.3173105078629142
cout << setprecision(17) << "Significance level for z == 1 is " << alpha1 << endl;</pre>

- 
+ 

- and place in our array of favorite alpha values.
- 
+ 

-
+ and place in our array of favorite alpha values.
+ 
+
+ 
+
+

<pre class="programlisting">double alpha[] = {0.3173105078629142, // z for 1 standard deviation.
 0.20, 0.1, 0.05, 0.01, 0.001, 0.0001, 0.00001 };</pre>

- 
+ 

- Confidence value as % is (1 - alpha) * 100 (so alpha 0.05 == 95% confidence)
- that the true occurrence frequency lies inside
- the calculated interval.
- 
+ 

-
+ Confidence value as % is (1 - alpha) * 100 (so alpha 0.05 == 95%
+ confidence) that the true occurrence frequency lies inside
+ the calculated interval.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "level of significance (alpha)" << setprecision(4) << endl;
cout << "2-sided 1 -sided z(alpha) " << endl;
@@ -210,37 +254,49 @@
}
cout << endl;</pre>

- 
+ 

- Notice the distinction between one-sided (also called one-tailed) where
- we are using a > or < test (and
- not both) and considering the area of the tail (integral) from z up
- to +∞, and a two-sided test where we are using two > and
- < tests, and thus considering two tails, from -∞ up to z low and z
- high up to +∞.
- 
+ 

- So the 2-sided values alpha[i] are calculated using alpha[i]/2.
- 
+ Notice the distinction between one-sided (also called one-tailed)
+ where we are using a > or <
+ test (and not both) and considering the area of the tail (integral)
+ from z up to +∞, and a two-sided test where we are using two >
+ and < tests, and thus considering
+ two tails, from -∞ up to z low and z high up to +∞.
+ 
+
+ 
+
+ So the 2-sided values alpha[i] are calculated using alpha[i]/2.
+ 
+
+ 
+
+ If we consider a simple example of alpha = 0.05, then for a two-sided
+ test, the lower tail area from -∞ up to -1.96 is 0.025 (alpha/2) and
+ the upper tail area from +z up to +1.96 is also 0.025 (alpha/2),
+ and the area between -1.96 up to 12.96 is alpha = 0.95. and the sum
+ of the two tails is 0.025 + 0.025 = 0.05,
+ 

- If we consider a simple example of alpha = 0.05, then for a two-sided
- test, the lower tail area from -∞ up to -1.96 is 0.025 (alpha/2) and
- the upper tail area from +z up to +1.96 is also 0.025 (alpha/2), and
- the area between -1.96 up to 12.96 is alpha = 0.95. and the sum of
- the two tails is 0.025 + 0.025 = 0.05,
 
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.standard_deviations_either_side_of_the_mean"></a><h5>
-<a name="id952950"></a>
+<a name="id1063139"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.standard_deviations_either_side_of_the_mean">Standard
 deviations either side of the Mean</a>
 </h5>

- Armed with the cumulative distribution function, we can easily calculate
- the easy to remember proportion of values that lie within 1, 2 and
- 3 standard deviations from the mean.
- 
+ 

-
+ Armed with the cumulative distribution function, we can easily calculate
+ the easy to remember proportion of values that lie within 1, 2 and
+ 3 standard deviations from the mean.
+ 
+
+ 
+
+

<pre class="programlisting">cout.precision(3);
cout << showpoint << "cdf(s, s.standard_deviation()) = "
@@ -254,77 +310,105 @@
cout << "Fraction 3 standard deviations within either side of mean is "
 << 1 - cdf(complement(s, 3 * s.standard_deviation())) * 2 << endl;</pre>

- 
+ 

- To a useful precision, the 1, 2 & 3 percentages are 68, 95 and
- 99.7, and these are worth memorising as useful 'rules of thumb', as,
- for example, in <a href="http://en.wikipedia.org/wiki/Standard_deviation" target="_top">standard
- deviation</a>:
- 
+ 
+
+ To a useful precision, the 1, 2 & 3 percentages are 68, 95 and
+ 99.7, and these are worth memorising as useful 'rules of thumb',
+ as, for example, in <a href="http://en.wikipedia.org/wiki/Standard_deviation" target="_top">standard
+ deviation</a>:
+ 
+
+
+
<pre class="programlisting">Fraction 1 standard deviation within either side of mean is 0.683
Fraction 2 standard deviations within either side of mean is 0.954
Fraction 3 standard deviations within either side of mean is 0.997
</pre>

- We could of course get some really accurate values for these confidence intervals
- by using cout.precision(15);
- 
+ 
+
+ We could of course get some really accurate values for these <a href="http://en.wikipedia.org/wiki/Confidence_interval" target="_top">confidence
+ intervals</a> by using cout.precision(15);
+ 
+
+
+
<pre class="programlisting">Fraction 1 standard deviation within either side of mean is 0.682689492137086
Fraction 2 standard deviations within either side of mean is 0.954499736103642
Fraction 3 standard deviations within either side of mean is 0.997300203936740
</pre>

- But before you get too excited about this impressive precision, don't
- forget that the confidence intervals of the standard
- deviation are surprisingly wide, especially if you have
- estimated the standard deviation from only a few measurements.
+ 
+
+ But before you get too excited about this impressive precision, don't
+ forget that the confidence intervals of the
+ standard deviation are surprisingly wide, especially if
+ you have estimated the standard deviation from only a few measurements.
+ 
+
 
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.some_simple_examples"></a><h5>
-<a name="id953475"></a>
+<a name="id1063666"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.some_simple_examples">Some
 simple examples</a>
 </h5>
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.life_of_light_bulbs"></a><h5>
-<a name="id953488"></a>
+<a name="id1063679"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.life_of_light_bulbs">Life
 of light bulbs</a>
 </h5>

- Examples from K. Krishnamoorthy, Handbook of Statistical Distributions
- with Applications, ISBN 1 58488 635 8, page 125... implemented using
- the Math Toolkit library.
- 
+ 

- A few very simple examples are shown here:
- 
+ Examples from K. Krishnamoorthy, Handbook of Statistical Distributions
+ with Applications, ISBN 1 58488 635 8, page 125... implemented using
+ the Math Toolkit library.
+ 

-
+ 
+
+ A few very simple examples are shown here:
+ 
+
+ 
+
+

<pre class="programlisting">// K. Krishnamoorthy, Handbook of Statistical Distributions with Applications,
 // ISBN 1 58488 635 8, page 125, example 10.3.5</pre>

- 
+ 

- Mean lifespan of 100 W bulbs is 1100 h with standard deviation of 100
- h. Assuming, perhaps with little evidence and much faith, that the
- distribution is normal, we construct a normal distribution called
- bulbs with these values:
- 
+ 

-
+ Mean lifespan of 100 W bulbs is 1100 h with standard deviation of
+ 100 h. Assuming, perhaps with little evidence and much faith, that
+ the distribution is normal, we construct a normal distribution called
+ bulbs with these values:
+ 
+
+ 
+
+

<pre class="programlisting">double mean_life = 1100.;
double life_standard_deviation = 100.;
normal bulbs(mean_life, life_standard_deviation);
double expected_life = 1000.;</pre>

- 
+ 

- The we can use the Cumulative distribution function to predict fractions
- (or percentages, if * 100) that will last various lifetimes.
- 
+ 

-
+ The we can use the Cumulative distribution function to predict fractions
+ (or percentages, if * 100) that will last various lifetimes.
+ 
+
+ 
+
+

<pre class="programlisting">cout << "Fraction of bulbs that will last at best (<=) " // P(X <= 1000)
 << expected_life << " is "<< cdf(bulbs, expected_life) << endl;
@@ -337,30 +421,38 @@
 << cdf(bulbs, max_life) // P(X <= 1200)
 - cdf(bulbs, min_life) << endl; // P(X <= 900)</pre>

- 
+ 
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../../doc/src/images/note.png"></td>
<th align="left">Note</th>
</tr>
<tr><td align="left" valign="top">
- Real-life failures are often very ab-normal, with a significant number
- that 'dead-on-arrival' or suffer failure very early in their life:
- the lifetime of the survivors of 'early mortality' may be well described
- by the normal distribution.
- </td></tr>
+ Real-life failures are often very ab-normal, with a significant
+ number that 'dead-on-arrival' or suffer failure very early in their
+ life: the lifetime of the survivors of 'early mortality' may be
+ well described by the normal distribution.
+ </td></tr>
</table></div>
+
+ 
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.how_many_onions_"></a><h5>
-<a name="id953996"></a>
+<a name="id1064228"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.how_many_onions_">How
 many onions?</a>
 </h5>

- Weekly demand for 5 lb sacks of onions at a store is normally distributed
- with mean 140 sacks and standard deviation 10.
- 
+ 

-
+ Weekly demand for 5 lb sacks of onions at a store is normally distributed
+ with mean 140 sacks and standard deviation 10.
+ 
+
+ 
+
+

<pre class="programlisting">double mean = 140.; // sacks per week.
double standard_deviation = 10;
@@ -371,44 +463,58 @@
 << cdf(sacks, stock) * 100. << endl; // P(X <=160)
// Percentage of weeks overstocked 97.7</pre>

- 
+ 

- So there will be lots of mouldy onions! So we should be able to say
- what stock level will meet demand 95% of the weeks.
- 
+ 

-
+ So there will be lots of mouldy onions! So we should be able to say
+ what stock level will meet demand 95% of the weeks.
+ 
+
+ 
+
+

<pre class="programlisting">double stock_95 = quantile(sacks, 0.95);
cout << "Store should stock " << int(stock_95) << " sacks to meet 95% of demands." << endl;</pre>

- 
+ 

- And it is easy to estimate how to meet 80% of demand, and waste even
- less.
- 
+ 

-
+ And it is easy to estimate how to meet 80% of demand, and waste even
+ less.
+ 
+
+ 
+
+

<pre class="programlisting">double stock_80 = quantile(sacks, 0.80);
cout << "Store should stock " << int(stock_80) << " sacks to meet 8 out of 10 demands." << endl;
</pre>

+ 
+
 
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.packing_beef"></a><h5>
-<a name="id954410"></a>
+<a name="id1064645"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.packing_beef">Packing
 beef</a>
 </h5>

- A machine is set to pack 3 kg of ground beef per pack. Over a long
- period of time it is found that the average packed was 3 kg with a
- standard deviation of 0.1 kg. Assuming the packing is normally distributed,
- we can find the fraction (or %) of packages that weigh more than 3.1
- kg.
- 
+ 

-
+ A machine is set to pack 3 kg of ground beef per pack. Over a long
+ period of time it is found that the average packed was 3 kg with
+ a standard deviation of 0.1 kg. Assuming the packing is normally
+ distributed, we can find the fraction (or %) of packages that weigh
+ more than 3.1 kg.
+ 
+
+ 
+
+

<pre class="programlisting">double mean = 3.; // kg
double standard_deviation = 0.1; // kg
@@ -441,47 +547,65 @@
 << "fraction of packs >= " << under_weight
 << " is " << cdf(complement(nominal_packs, under_weight)) << endl;</pre>

- 
+ 

- Setting the packer to 3.06449 will mean that fraction of packs >=
- 2.9 is 0.95.
- 
+ 

- Setting the packer to 3.13263 will mean that fraction of packs >=
- 2.9 is 0.99, but will more than double the mean loss from 0.0644 to
- 0.133.
- 
+ Setting the packer to 3.06449 will mean that fraction of packs >=
+ 2.9 is 0.95.
+ 

- Alternatively, we could invest in a better (more precise) packer with
- a lower standard deviation.
- 
+ 

- To estimate how much better (how much smaller standard deviation) it
- would have to be, we need to get the 5% quantile to be located at the
- under_weight limit, 2.9
- 
+ Setting the packer to 3.13263 will mean that fraction of packs >=
+ 2.9 is 0.99, but will more than double the mean loss from 0.0644
+ to 0.133.
+ 

-
+ 
+
+ Alternatively, we could invest in a better (more precise) packer
+ with a lower standard deviation.
+ 
+
+ 
+
+ To estimate how much better (how much smaller standard deviation)
+ it would have to be, we need to get the 5% quantile to be located
+ at the under_weight limit, 2.9
+ 
+
+ 
+
+

<pre class="programlisting">double p = 0.05; // wanted p th quantile.
cout << "Quantile of " << p << " = " << quantile(packs, p)
 << ", mean = " << packs.mean() << ", sd = " << packs.standard_deviation() << endl; //</pre>

- 
+ 

- Quantile of 0.05 = 2.83551, mean = 3, sd = 0.1
- 
+ 

- With the current packer (mean = 3, sd = 0.1), the 5% quantile is at
- 2.8551 kg, a little below our target of 2.9 kg. So we know that the
- standard deviation is going to have to be smaller.
- 
+ Quantile of 0.05 = 2.83551, mean = 3, sd = 0.1
+ 

- Let's start by guessing that it (now 0.1) needs to be halved, to a
- standard deviation of 0.05
- 
+ 

-
+ With the current packer (mean = 3, sd = 0.1), the 5% quantile is
+ at 2.8551 kg, a little below our target of 2.9 kg. So we know that
+ the standard deviation is going to have to be smaller.
+ 
+
+ 
+
+ Let's start by guessing that it (now 0.1) needs to be halved, to
+ a standard deviation of 0.05
+ 
+
+ 
+
+

<pre class="programlisting">normal pack05(mean, 0.05);
cout << "Quantile of " << p << " = " << quantile(pack05, p)
@@ -492,18 +616,24 @@
 << " is " << cdf(complement(pack05, under_weight)) << endl;
//</pre>

- 
+ 

- Fraction of packs >= 2.9 with a mean of 3 and standard deviation
- of 0.05 is 0.9772
- 
+ 

- So 0.05 was quite a good guess, but we are a little over the 2.9 target,
- so the standard deviation could be a tiny bit more. So we could do
- some more guessing to get closer, say by increasing to 0.06
- 
+ Fraction of packs >= 2.9 with a mean of 3 and standard deviation
+ of 0.05 is 0.9772
+ 

-
+ 
+
+ So 0.05 was quite a good guess, but we are a little over the 2.9
+ target, so the standard deviation could be a tiny bit more. So we
+ could do some more guessing to get closer, say by increasing to 0.06
+ 
+
+ 
+
+

<pre class="programlisting">normal pack06(mean, 0.06);
cout << "Quantile of " << p << " = " << quantile(pack06, p)
@@ -513,23 +643,31 @@
 << " and standard deviation of " << pack06.standard_deviation()
 << " is " << cdf(complement(pack06, under_weight)) << endl;</pre>

- 
+ 

- Fraction of packs >= 2.9 with a mean of 3 and standard deviation
- of 0.06 is 0.9522
- 
+ 

- Now we are getting really close, but to do the job properly, we could
- use root finding method, for example the tools provided, and used elsewhere,
- in the Math Toolkit, see <a class="link" href="../../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives: Bisection, Bracket and TOMS748">Root
- Finding Without Derivatives</a>.
- 
+ Fraction of packs >= 2.9 with a mean of 3 and standard deviation
+ of 0.06 is 0.9522
+ 

- But in this normal distribution case, we could be even smarter and
- make a direct calculation.
- 
+ 

-
+ Now we are getting really close, but to do the job properly, we could
+ use root finding method, for example the tools provided, and used
+ elsewhere, in the Math Toolkit, see <a class="link" href="../../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives: Bisection, Bracket and TOMS748">Root
+ Finding Without Derivatives</a>.
+ 
+
+ 
+
+ But in this normal distribution case, we could be even smarter and
+ make a direct calculation.
+ 
+
+ 
+
+

<pre class="programlisting">normal s; // For standard normal distribution,
double sd = 0.1;
@@ -555,29 +693,37 @@

// Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.0608 is 0.95</pre>

- 
+ 
+
+ 
+
+ Notice that these two deceptively simple questions (do we over-fill
+ or measure better) are actually very common. The weight of beef might
+ be replaced by a measurement of more or less anything. But the calculations
+ rely on the accuracy of the standard deviation - something that is
+ almost always less good than we might wish, especially if based on
+ a few measurements.
+ 

- Notice that these two deceptively simple questions (do we over-fill
- or measure better) are actually very common. The weight of beef might
- be replaced by a measurement of more or less anything. But the calculations
- rely on the accuracy of the standard deviation - something that is
- almost always less good than we might wish, especially if based on
- a few measurements.
 
<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.length_of_bolts"></a><h5>
-<a name="id958327"></a>
+<a name="id1068033"></a>
 <a class="link" href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.length_of_bolts">Length
 of bolts</a>
 </h5>

- A bolt is usable if between 3.9 and 4.1 long. From a large batch of
- bolts, a sample of 50 show a mean length of 3.95 with standard deviation
- 0.1. Assuming a normal distribution, what proportion is usable? The
- true sample mean is unknown, but we can use the sample mean and standard
- deviation to find approximate solutions.
- 
+ 

-
+ A bolt is usable if between 3.9 and 4.1 long. From a large batch
+ of bolts, a sample of 50 show a mean length of 3.95 with standard
+ deviation 0.1. Assuming a normal distribution, what proportion is
+ usable? The true sample mean is unknown, but we can use the sample
+ mean and standard deviation to find approximate solutions.
+ 
+
+ 
+
+

<pre class="programlisting"> normal bolts(3.95, 0.1);
 double top = 4.1;
@@ -596,6 +742,8 @@

</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,21 +24,21 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.st_eg"></a><a class="link" href="st_eg.html" title="Student's t Distribution Examples">Student's t
- Distribution Examples</a>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg"></a><a class="link" href="st_eg.html" title="Student's t Distribution Examples"> Student's
+ t Distribution Examples</a>
</h5></div></div></div>
<div class="toc"><dl>
-<dt><a href="st_eg/tut_mean_intervals.html">Calculating
- confidence intervals on the mean with the Students-t distribution</a></dt>
-<dt><a href="st_eg/tut_mean_test.html">Testing
- a sample mean for difference from a "true" mean</a></dt>
-<dt><a href="st_eg/tut_mean_size.html">Estimating
- how large a sample size would have to become in order to give a significant
- Students-t test result with a single sample test</a></dt>
-<dt><a href="st_eg/two_sample_students_t.html">Comparing
- the means of two samples with the Students-t test</a></dt>
-<dt><a href="st_eg/paired_st.html">Comparing
- two paired samples with the Student's t distribution</a></dt>
+<dt><a href="st_eg/tut_mean_intervals.html">
+ Calculating confidence intervals on the mean with the Students-t distribution</a></dt>
+<dt><a href="st_eg/tut_mean_test.html">
+ Testing a sample mean for difference from a "true" mean</a></dt>
+<dt><a href="st_eg/tut_mean_size.html">
+ Estimating how large a sample size would have to become in order to give
+ a significant Students-t test result with a single sample test</a></dt>
+<dt><a href="st_eg/two_sample_students_t.html">
+ Comparing the means of two samples with the Students-t test</a></dt>
+<dt><a href="st_eg/paired_st.html">
+ Comparing two paired samples with the Student's t distribution</a></dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.st_eg.paired_st"></a><a class="link" href="paired_st.html" title="Comparing two paired samples with the Student's t distribution">Comparing
- two paired samples with the Student's t distribution</a>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg.paired_st"></a><a class="link" href="paired_st.html" title="Comparing two paired samples with the Student's t distribution">
+ Comparing two paired samples with the Student's t distribution</a>
</h6></div></div></div>

Imagine that we have a before and after reading for each item in the

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.st_eg.tut_mean_intervals"></a><a class="link" href="tut_mean_intervals.html" title="Calculating confidence intervals on the mean with the Students-t distribution">Calculating
- confidence intervals on the mean with the Students-t distribution</a>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg.tut_mean_intervals"></a><a class="link" href="tut_mean_intervals.html" title="Calculating confidence intervals on the mean with the Students-t distribution">
+ Calculating confidence intervals on the mean with the Students-t distribution</a>
</h6></div></div></div>

Let's say you have a sample mean, you may wish to know what confidence

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,9 +24,9 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.st_eg.tut_mean_size"></a><a class="link" href="tut_mean_size.html" title="Estimating how large a sample size would have to become in order to give a significant Students-t test result with a single sample test">Estimating
- how large a sample size would have to become in order to give a significant
- Students-t test result with a single sample test</a>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg.tut_mean_size"></a><a class="link" href="tut_mean_size.html" title="Estimating how large a sample size would have to become in order to give a significant Students-t test result with a single sample test">
+ Estimating how large a sample size would have to become in order to give
+ a significant Students-t test result with a single sample test</a>
</h6></div></div></div>

Imagine you have conducted a Students-t test on a single sample in

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.st_eg.tut_mean_test"></a><a class="link" href="tut_mean_test.html" title='Testing a sample mean for difference from a "true" mean'>Testing
- a sample mean for difference from a "true" mean</a>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg.tut_mean_test"></a><a class="link" href="tut_mean_test.html" title='Testing a sample mean for difference from a "true" mean'>
+ Testing a sample mean for difference from a "true" mean</a>
</h6></div></div></div>

When calibrating or comparing a scientific instrument or measurement

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.st_eg.two_sample_students_t"></a><a class="link" href="two_sample_students_t.html" title="Comparing the means of two samples with the Students-t test">Comparing
- the means of two samples with the Students-t test</a>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg.two_sample_students_t"></a><a class="link" href="two_sample_students_t.html" title="Comparing the means of two samples with the Students-t test">
+ Comparing the means of two samples with the Students-t test</a>
</h6></div></div></div>

Imagine that we have two samples, and we wish to determine whether

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,13 +24,13 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.extern_c"></a><a class="link" href="extern_c.html" title='TR1 and C99 external "C" Functions'>TR1 and C99 external "C"
+<a name="math_toolkit.extern_c"></a><a class="link" href="extern_c.html" title='TR1 and C99 external "C" Functions'> TR1 and C99 external "C"
Functions</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>C99 and TR1 C Functions Overview</dt>
-<dt>C99 C Functions</dt>
-<dt><a href="extern_c/tr1_ref.html">TR1 C Functions Quick
+<dt> C99 and TR1 C Functions Overview</dt>
+<dt> C99 C Functions</dt>
+<dt><a href="extern_c/tr1_ref.html"> TR1 C Functions Quick
Reference</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.extern_c.c99"></a><a class="link" href="c99.html" title="C99 C Functions">C99 C Functions</a>
+<a name="math_toolkit.extern_c.c99"></a><a class="link" href="c99.html" title="C99 C Functions"> C99 C Functions</a>
</h3></div></div></div>
<a name="math_toolkit.extern_c.c99.supported_c99_functions"></a><h5>
-<a name="id1160332"></a>
+<a name="id1266579"></a>
 <a class="link" href="c99.html#math_toolkit.extern_c.c99.supported_c99_functions">Supported
 C99 Functions</a>
 </h5>
@@ -138,7 +138,7 @@
acosh(2); // integer argument is treated as a double, returns double.
</pre>
<a name="math_toolkit.extern_c.c99.quick_reference"></a><h5>
-<a name="id1163695"></a>
+<a name="id1270488"></a>
 <a class="link" href="c99.html#math_toolkit.extern_c.c99.quick_reference">Quick Reference</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,68 +24,86 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.extern_c.tr1"></a><a class="link" href="tr1.html" title="C99 and TR1 C Functions Overview">C99 and TR1 C Functions Overview</a>
+<a name="math_toolkit.extern_c.tr1"></a><a class="link" href="tr1.html" title="C99 and TR1 C Functions Overview"> C99 and TR1 C Functions Overview</a>
</h3></div></div></div>

- Many of the special functions included in this library are also a part of
- the either the <a href="http://www.open-std.org/JTC1/SC22/WG14/www/docs/n1256.pdf" target="_top">C99
- Standard ISO/IEC 9899:1999</a> or the <a href="http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf" target="_top">Technical
- Report on C++ Library Extensions</a>. Therefore this library includes
- a thin wrapper header <code class="computeroutput">boost/math/tr1.hpp</code>
- that provides compatibility with these two standards.
- 
+ 

- There are various pros and cons to using the library in this way:
- 
+ Many of the special functions included in this library are also a part
+ of the either the <a href="http://www.open-std.org/JTC1/SC22/WG14/www/docs/n1256.pdf" target="_top">C99
+ Standard ISO/IEC 9899:1999</a> or the <a href="http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf" target="_top">Technical
+ Report on C++ Library Extensions</a>. Therefore this library includes
+ a thin wrapper header <code class="computeroutput">boost/math/tr1.hpp</code>
+ that provides compatibility with these two standards.
+ 

- Pros:
- 
+ 
+
+ There are various pros and cons to using the library in this way:
+ 
+
+ 
+
+ Pros:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- The header to include is lightweight (i.e. fast to compile).
- </li>
+ The header to include is lightweight (i.e. fast to compile).
+ </li>
<li>
- The functions have extern "C" linkage, and so are usable from
- other languages (not just C and C++).
- </li>
+ The functions have extern "C" linkage, and so are usable
+ from other languages (not just C and C++).
+ </li>
<li>
- C99 and C++ TR1 Standard compatibility.
- </li>
+ C99 and C++ TR1 Standard compatibility.
+ </li>
</ul></div>

- Cons:
- 
+ 
+
+ Cons:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- You will need to compile and link to the external Boost.Math libraries.
- </li>
+ You will need to compile and link to the external Boost.Math libraries.
+ </li>
<li>
- Limited to support for the types, <code class="computeroutput">float</code>,
- <code class="computeroutput">double</code> and <code class="computeroutput">long double</code>.
- </li>
+ Limited to support for the types, <code class="computeroutput">float</code>,
+ <code class="computeroutput">double</code> and <code class="computeroutput">long double</code>.
+ </li>
<li>
- Error handling is handled via setting ::errno and returning NaN's and
- infinities: this may be less flexible than an C++ exception based approach.
- </li>
+ Error handling is handled via setting ::errno and returning NaN's and
+ infinities: this may be less flexible than an C++ exception based approach.
+ </li>
</ul></div>
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/src/images/note.png"></td>
<th align="left">Note</th>
</tr>
<tr><td align="left" valign="top">
- The separate libraries are required only
- if you choose to use boost/math/tr1.hpp rather than some other Boost.Math
- header, the rest of Boost.Math remains header-only.
- </td></tr>
+ The separate libraries are required only
+ if you choose to use boost/math/tr1.hpp rather than some other Boost.Math
+ header, the rest of Boost.Math remains header-only.
+ </td></tr>
</table></div>

- The separate libraries required in order to use tr1.hpp can be compiled using
- bjam from within the libs/math/build directory, or from the Boost root directory
- using the usual Boost-wide install procedure. Alternatively the source files
- are located in libs/math/src and each have the same name as the function
- they implement. The various libraries are named as follows:
- 
+ 
+
+ The separate libraries required in order to use tr1.hpp can be compiled
+ using bjam from within the libs/math/build directory, or from the Boost
+ root directory using the usual Boost-wide install procedure. Alternatively
+ the source files are located in libs/math/src and each have the same name
+ as the function they implement. The various libraries are named as follows:
+ 
+
+ 
<div class="informaltable"><table class="table">
<colgroup>
<col>
@@ -94,136 +112,140 @@
</colgroup>
<thead><tr>
<th>
- 
- Name
- 
- </th>
+ 
+ Name
+ 
+ </th>
<th>
- 
- Type
- 
- </th>
+ 
+ Type
+ 
+ </th>
<th>
- 
- Functions
- 
- </th>
+ 
+ Functions
+ 
+ </th>
</tr></thead>
<tbody>
<tr>
<td>
- 
- boost_math_c99f-<suffix>
- 
- </td>
-<td>
- 
- float
- 
- </td>
-<td>
- 
- C99 Functions
- 
- </td>
+ 
+ boost_math_c99f-<suffix>
+ 
+ </td>
+<td>
+ 
+ float
+ 
+ </td>
+<td>
+ 
+ C99 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_c99-<suffix>
- 
- </td>
-<td>
- 
- double
- 
- </td>
-<td>
- 
- C99 Functions
- 
- </td>
+ 
+ boost_math_c99-<suffix>
+ 
+ </td>
+<td>
+ 
+ double
+ 
+ </td>
+<td>
+ 
+ C99 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_c99l-<suffix>
- 
- </td>
-<td>
- 
- long double
- 
- </td>
-<td>
- 
- C99 Functions
- 
- </td>
+ 
+ boost_math_c99l-<suffix>
+ 
+ </td>
+<td>
+ 
+ long double
+ 
+ </td>
+<td>
+ 
+ C99 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_tr1f-<suffix>
- 
- </td>
-<td>
- 
- float
- 
- </td>
-<td>
- 
- TR1 Functions
- 
- </td>
+ 
+ boost_math_tr1f-<suffix>
+ 
+ </td>
+<td>
+ 
+ float
+ 
+ </td>
+<td>
+ 
+ TR1 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_tr1-<suffix>
- 
- </td>
-<td>
- 
- double
- 
- </td>
-<td>
- 
- TR1 Functions
- 
- </td>
+ 
+ boost_math_tr1-<suffix>
+ 
+ </td>
+<td>
+ 
+ double
+ 
+ </td>
+<td>
+ 
+ TR1 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_tr1l-<suffix>
- 
- </td>
-<td>
- 
- long double
- 
- </td>
-<td>
- 
- TR1 Functions
- 
- </td>
+ 
+ boost_math_tr1l-<suffix>
+ 
+ </td>
+<td>
+ 
+ long double
+ 
+ </td>
+<td>
+ 
+ TR1 Functions
+ 
+ </td>
</tr>
</tbody>
</table></div>

- Where <code class="computeroutput"><suffix></code> encodes the compiler and build options
- used to build the libraries: for example "libboost_math_tr1-vc80-mt-gd.lib"
- would be the statically linked TR1 library to use with Visual C++ 8.0, in
- multithreading debug mode, with the DLL VC++ runtime, where as "boost_math_tr1-vc80-mt.lib"
- would be import library for the TR1 DLL to be used with Visual C++ 8.0 with
- the release multithreaded DLL VC++ runtime. Refer to the getting started
- guide for a <a href="http://www.boost.org/doc/libs/1_35_0/more/getting_started/windows.html#library-naming" target="_top">full
- explanation of the <code class="computeroutput"><suffix></code> meanings</a>.
- 
+ 
+
+ Where <code class="computeroutput"><suffix></code> encodes the compiler and build options
+ used to build the libraries: for example "libboost_math_tr1-vc80-mt-gd.lib"
+ would be the statically linked TR1 library to use with Visual C++ 8.0,
+ in multithreading debug mode, with the DLL VC++ runtime, where as "boost_math_tr1-vc80-mt.lib"
+ would be import library for the TR1 DLL to be used with Visual C++ 8.0
+ with the release multithreaded DLL VC++ runtime. Refer to the getting started
+ guide for a <a href="http://www.boost.org/doc/libs/1_35_0/more/getting_started/windows.html#library-naming" target="_top">full
+ explanation of the <code class="computeroutput"><suffix></code> meanings</a>.
+ 
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/src/images/note.png"></td>
@@ -231,78 +253,102 @@
</tr>
<tr><td align="left" valign="top">

- Visual C++ users will typically have the correct library variant to link
- against selected for them by boost/math/tr1.hpp based on your compiler
- settings.
- 
-
- Users will need to define BOOST_MATH_TR1_DYN_LINK when building their code
- if they want to link against the DLL versions of these libraries rather
- than the static versions.
- 
-
- Users can disable auto-linking by defining BOOST_MATH_TR1_NO_LIB when building:
- this is typically only used when linking against a customised build of
- the libraries.
- 
+ Visual C++ users will typically have the correct library variant to link
+ against selected for them by boost/math/tr1.hpp based on your compiler
+ settings.
+ 
+
+ Users will need to define BOOST_MATH_TR1_DYN_LINK when building their
+ code if they want to link against the DLL versions of these libraries
+ rather than the static versions.
+ 
+
+ Users can disable auto-linking by defining BOOST_MATH_TR1_NO_LIB when
+ building: this is typically only used when linking against a customised
+ build of the libraries.
+ 
</td></tr>
</table></div>
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/src/images/note.png"></td>
<th align="left">Note</th>
</tr>
<tr><td align="left" valign="top">
- Linux and Unix users will generally only have one variant of these libraries
- installed, and can generally just link against -lboost_math_tr1 etc.
- </td></tr>
+ Linux and Unix users will generally only have one variant of these libraries
+ installed, and can generally just link against -lboost_math_tr1 etc.
+ </td></tr>
</table></div>
-<a name="math_toolkit.extern_c.tr1.usage_recomendations"></a><h5>
-<a name="id1150572"></a>
- <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.usage_recomendations">Usage Recomendations</a>
- </h5>

- This library now presents the user with a choice:
- 
+ <a name="math_toolkit.extern_c.tr1.usage_recomendations"></a>
+ 
+<h5>
+<a name="id1257356"></a>
+ <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.usage_recomendations">Usage Recomendations</a>
+ </h5>
+
+ 
+
+ This library now presents the user with a choice:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- To include the header only versions of the functions and have an easier
- time linking, but a longer compile time.
- </li>
+ To include the header only versions of the functions and have an easier
+ time linking, but a longer compile time.
+ </li>
<li>
- To include the TR1 headers and link against an external library.
- </li>
+ To include the TR1 headers and link against an external library.
+ </li>
</ul></div>

- Which option you choose depends largely on how you prefer to work and how
- your system is set up.
- 
+ 

- For example a casual user who just needs the acosh function, would probably
- be better off including <code class="computeroutput"><boost/math/special_functions/acosh.hpp></code>
- and using <code class="computeroutput">boost::math::acosh(x)</code> in their
- code.
- 
+ Which option you choose depends largely on how you prefer to work and how
+ your system is set up.
+ 

- However, for large scale software development where compile times are significant,
- and where the Boost libraries are already built and installed on the system,
- then including <code class="computeroutput"><boost/math/tr1.hpp></code> and using <code class="computeroutput">boost::math::tr1::acosh(x)</code> will
- speed up compile times, reduce object files sizes (since there are no templates
- being instantiated any more), and also speed up debugging runtimes - since
- the externally compiled libraries can be compiler optimised, rather than
- built using full settings - the difference in performance between <a class="link" href="../perf/getting_best.html" title="Getting the Best Performance from this Library">release
- and debug builds can be as much as 20 times</a>, so for complex applications
- this can be a big win.
- 
-<a name="math_toolkit.extern_c.tr1.supported_c99_functions"></a><h5>
-<a name="id1150775"></a>
- <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.supported_c99_functions">Supported
- C99 Functions</a>
- </h5>
+ 

- See also the <a class="link" href="c99.html" title="C99 C Functions">quick reference guide
- for these functions</a>.
- 
+ For example a casual user who just needs the acosh function, would probably
+ be better off including <code class="computeroutput"><boost/math/special_functions/acosh.hpp></code>
+ and using <code class="computeroutput">boost::math::acosh(x)</code> in
+ their code.
+ 
+
+ 
+
+ However, for large scale software development where compile times are significant,
+ and where the Boost libraries are already built and installed on the system,
+ then including <code class="computeroutput"><boost/math/tr1.hpp></code> and using <code class="computeroutput">boost::math::tr1::acosh(x)</code>
+ will speed up compile times, reduce object files sizes (since there are
+ no templates being instantiated any more), and also speed up debugging
+ runtimes - since the externally compiled libraries can be compiler optimised,
+ rather than built using full settings - the difference in performance between
+ <a class="link" href="../perf/getting_best.html" title="Getting the Best Performance from this Library">release and debug builds
+ can be as much as 20 times</a>, so for complex applications this can
+ be a big win.
+ 
+
+ <a name="math_toolkit.extern_c.tr1.supported_c99_functions"></a>
+ 
+<h5>
+<a name="id1257559"></a>
+ <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.supported_c99_functions">Supported
+ C99 Functions</a>
+ </h5>
+
+ 
+
+ See also the <a class="link" href="c99.html" title="C99 C Functions">quick reference
+ guide for these functions</a>.
+ 
+
+
+
<pre class="programlisting">namespace boost{ namespace math{ namespace tr1{ extern "C"{

typedef unspecified float_t;
@@ -390,15 +436,23 @@

}}}} // namespaces
</pre>
-<a name="math_toolkit.extern_c.tr1.supported_tr1_functions"></a><h5>
-<a name="id1154255"></a>
- <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.supported_tr1_functions">Supported
- TR1 Functions</a>
- </h5>

- See also the <a class="link" href="tr1.html" title="C99 and TR1 C Functions Overview">quick reference guide
- for these functions</a>.
- 
+ <a name="math_toolkit.extern_c.tr1.supported_tr1_functions"></a>
+ 
+<h5>
+<a name="id1259955"></a>
+ <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.supported_tr1_functions">Supported
+ TR1 Functions</a>
+ </h5>
+
+ 
+
+ See also the <a class="link" href="tr1.html" title="C99 and TR1 C Functions Overview">quick reference
+ guide for these functions</a>.
+ 
+
+
+
<pre class="programlisting">namespace boost{ namespace math{ namespace tr1{ extern "C"{

// [5.2.1.1] associated Laguerre polynomials:
@@ -511,19 +565,27 @@
}}}} // namespaces
</pre>

- In addition sufficient additional overloads of the <code class="computeroutput">double</code>
- versions of the above functions are provided, so that calling the function
- with any mixture of <code class="computeroutput">float</code>,
- <code class="computeroutput">double</code>, <code class="computeroutput">long
- double</code>, or integer
- arguments is supported, with the return type determined by the <a class="link" href="../main_overview/result_type.html" title="Calculation of the Type of the Result">result
- type calculation rules</a>.
- 
-<a name="math_toolkit.extern_c.tr1.currently_unsupported_c99_functions"></a><h5>
-<a name="id1158230"></a>
- <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.currently_unsupported_c99_functions">Currently
- Unsupported C99 Functions</a>
- </h5>
+ 
+
+ In addition sufficient additional overloads of the <code class="computeroutput">double</code>
+ versions of the above functions are provided, so that calling the function
+ with any mixture of <code class="computeroutput">float</code>,
+ <code class="computeroutput">double</code>, <code class="computeroutput">long
+ double</code>, or integer
+ arguments is supported, with the return type determined by the <a class="link" href="../main_overview/result_type.html" title="Calculation of the Type of the Result">result
+ type calculation rules</a>.
+ 
+
+ <a name="math_toolkit.extern_c.tr1.currently_unsupported_c99_functions"></a>
+ 
+<h5>
+<a name="id1263930"></a>
+ <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.currently_unsupported_c99_functions">Currently
+ Unsupported C99 Functions</a>
+ </h5>
+
+
+
<pre class="programlisting">double exp2(double x);
float exp2f(float x);
long double exp2l(long double x);
@@ -584,11 +646,17 @@
float scalbnf(float x, int ex);
long double scalbnl(long double x, int ex);
</pre>
-<a name="math_toolkit.extern_c.tr1.currently_unsupported_tr1_functions"></a><h5>
-<a name="id1159902"></a>
- <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.currently_unsupported_tr1_functions">Currently
- Unsupported TR1 Functions</a>
- </h5>
+
+ <a name="math_toolkit.extern_c.tr1.currently_unsupported_tr1_functions"></a>
+ 
+<h5>
+<a name="id1266148"></a>
+ <a class="link" href="tr1.html#math_toolkit.extern_c.tr1.currently_unsupported_tr1_functions">Currently
+ Unsupported TR1 Functions</a>
+ </h5>
+
+
+
<pre class="programlisting">// [5.2.1.7] confluent hypergeometric functions:
double conf_hyperg(double a, double c, double x);
float conf_hypergf(float a, float c, float x);
@@ -600,6 +668,8 @@
long double hypergl(long double a, long double b, long double c,
long double x);
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.extern_c.tr1_ref"></a><a class="link" href="tr1_ref.html" title="TR1 C Functions Quick Reference">TR1 C Functions Quick
+<a name="math_toolkit.extern_c.tr1_ref"></a><a class="link" href="tr1_ref.html" title="TR1 C Functions Quick Reference"> TR1 C Functions Quick
 Reference</a>
</h3></div></div></div>
<a name="math_toolkit.extern_c.tr1_ref.supported_tr1_functions"></a><h5>
-<a name="id1168219"></a>
+<a name="id1273374"></a>
 <a class="link" href="tr1_ref.html#math_toolkit.extern_c.tr1_ref.supported_tr1_functions">Supported
 TR1 Functions</a>
 </h5>
@@ -163,7 +163,7 @@
expint(2); // integer argument is treated as a double, returns double.
</pre>
<a name="math_toolkit.extern_c.tr1_ref.quick_reference"></a><h5>
-<a name="id1171215"></a>
+<a name="id1277462"></a>
 <a class="link" href="tr1_ref.html#math_toolkit.extern_c.tr1_ref.quick_reference">Quick Reference</a>
 </h5>
<pre class="programlisting">// [5.2.1.1] associated Laguerre polynomials:
@@ -494,7 +494,7 @@
 for the full template (header only) version of this function.
 
<a name="math_toolkit.extern_c.tr1_ref.currently_unsupported_tr1_functions"></a><h5>
-<a name="id1177112"></a>
+<a name="id1283359"></a>
 <a class="link" href="tr1_ref.html#math_toolkit.extern_c.tr1_ref.currently_unsupported_tr1_functions">Currently
 Unsupported TR1 Functions</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,34 +24,38 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.main_overview"></a><a class="link" href="main_overview.html" title="Overview">Overview</a>
+<a name="math_toolkit.main_overview"></a><a class="link" href="main_overview.html" title="Overview"> Overview</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>About the Math Toolkit</dt>
-<dt>Navigation</dt>
-<dt><a href="main_overview/directories.html">Directory and
+<dt> About the Math Toolkit</dt>
+<dt> Navigation</dt>
+<dt><a href="main_overview/directories.html"> Directory and
 File Structure</a></dt>
-<dt>Namespaces</dt>
-<dt><a href="main_overview/result_type.html">Calculation of
- the Type of the Result</a></dt>
-<dt>Error Handling</dt>
-<dt>Compilers</dt>
-<dt><a href="main_overview/config_macros.html">Configuration
+<dt> Namespaces</dt>
+<dt><a href="main_overview/result_type.html"> Calculation
+ of the Type of the Result</a></dt>
+<dt> Error Handling</dt>
+<dt> Compilers</dt>
+<dt><a href="main_overview/config_macros.html"> Configuration
 Macros</a></dt>
-<dt>Policies</dt>
-<dt>Thread Safety</dt>
-<dt>Performance</dt>
-<dt><a href="main_overview/building.html">If and How to Build
+<dt> Policies</dt>
+<dt> Thread Safety</dt>
+<dt> Performance</dt>
+<dt><a href="main_overview/building.html"> If and How to Build
 a Boost.Math Library, and its Examples and Tests</a></dt>
-<dt><a href="main_overview/history1.html">History and What's
+<dt><a href="main_overview/history1.html"> History and What's
 New</a></dt>
-<dt><a href="main_overview/tr1.html">C99 and C++ TR1 C-style
+<dt><a href="main_overview/tr1.html"> C99 and C++ TR1 C-style
 Functions</a></dt>
-<dt><a href="main_overview/faq.html">Frequently Asked Questions
+<dt><a href="main_overview/faq.html"> Frequently Asked Questions
 FAQ</a></dt>
-<dt><a href="main_overview/contact.html">Contact Info and
+<dt><a href="main_overview/contact.html"> Contact Info and
 Support</a></dt>
</dl></div>
+
+ 
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/FAQ.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/FAQ.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/FAQ.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.faq"></a><a class="link" href="faq.html" title="Frequently Asked Questions FAQ">Frequently Asked Questions
+<a name="math_toolkit.main_overview.faq"></a><a class="link" href="faq.html" title="Frequently Asked Questions FAQ"> Frequently Asked Questions
FAQ</a>
</h3></div></div></div>
<div class="orderedlist"><ol type="1">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/building.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/building.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/building.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.building"></a><a class="link" href="building.html" title="If and How to Build a Boost.Math Library, and its Examples and Tests">If and How to Build
+<a name="math_toolkit.main_overview.building"></a><a class="link" href="building.html" title="If and How to Build a Boost.Math Library, and its Examples and Tests"> If and How to Build
 a Boost.Math Library, and its Examples and Tests</a>
</h3></div></div></div>
<a name="math_toolkit.main_overview.building.building_a_library__shared__dynamic__dll_or_static__lib_"></a><h5>
-<a name="id879738"></a>
+<a name="id990324"></a>
 <a class="link" href="building.html#math_toolkit.main_overview.building.building_a_library__shared__dynamic__dll_or_static__lib_">Building
 a Library (shared, dynamic .dll or static .lib)</a>
 </h5>
@@ -100,7 +100,7 @@
 building the sources. Boost.Build will do this automatically when appropriate.
 
<a name="math_toolkit.main_overview.building.building_the_examples"></a><h5>
-<a name="id882373"></a>
+<a name="id990774"></a>
 <a class="link" href="building.html#math_toolkit.main_overview.building.building_the_examples">Building
 the Examples</a>
 </h5>
@@ -111,7 +111,7 @@
 the Boost headers are in your compilers #include search path.
 
<a name="math_toolkit.main_overview.building.building_the_tests"></a><h5>
-<a name="id882414"></a>
+<a name="id990815"></a>
 <a class="link" href="building.html#math_toolkit.main_overview.building.building_the_tests">Building
 the Tests</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,14 +24,18 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.compilers_overview"></a><a class="link" href="compilers_overview.html" title="Compilers">Compilers</a>
+<a name="math_toolkit.main_overview.compilers_overview"></a><a class="link" href="compilers_overview.html" title="Compilers"> Compilers</a>
</h3></div></div></div>

- This section contains some information about how various compilers work with
- this library. It is not comprehensive and updated experiences are always
- welcome. Some effort has been made to suppress unhelpful warnings but it
- is difficult to achieve this on all systems.
- 
+ 
+
+ This section contains some information about how various compilers work
+ with this library. It is not comprehensive and updated experiences are
+ always welcome. Some effort has been made to suppress unhelpful warnings
+ but it is difficult to achieve this on all systems.
+ 
+
+ 
<div class="table">
<a name="math_toolkit.main_overview.compilers_overview.supported_tested_compilers"></a>Table 9. Supported/Tested Compilers
<div class="table-contents"><table class="table" summary="Supported/Tested Compilers">
@@ -43,498 +47,508 @@
</colgroup>
<thead><tr>
<th>
- 
- Platform
- 
- </th>
+ 
+ Platform
+ 
+ </th>
<th>
- 
- Compiler
- 
- </th>
+ 
+ Compiler
+ 
+ </th>
<th>
- 
- Has long double support
- 
- </th>
+ 
+ Has long double support
+ 
+ </th>
<th>
- 
- Notes
- 
- </th>
+ 
+ Notes
+ 
+ </th>
</tr></thead>
<tbody>
<tr>
<td>
- 
- Windows
- 
- </td>
-<td>
- 
- MSVC 7.1 and later
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free at level 4 with this compiler.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Windows
- 
- </td>
-<td>
- 
- Intel 8.1 and later
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free at level 4 with this compiler.
- However, The tests cases tend to generate a lot of warnings relating
- to numeric underflow of the test data: these are harmless.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Windows
- 
- </td>
-<td>
- 
- GNU Mingw32 C++
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free with -Wall with this compiler.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Windows
- 
- </td>
-<td>
- 
- GNU Cygwin C++
- 
- </td>
-<td>
- 
- No
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free with -Wall with this compiler.
- 
- 
- Long double support has been disabled because there are no native
- long double C std library functions available.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Windows
- 
- </td>
-<td>
- 
- Borland C++ 5.8.2 (Developer studio 2006)
- 
- </td>
-<td>
- 
- No
- 
- </td>
-<td>
- 
- We have only partial compatability with this compiler:
- 
- 
- Long double support has been disabled because the native long double
- C standard library functions really only forward to the double
- versions. This can result in unpredictable behaviour when using
- the long double overloads: for example <code class="computeroutput">sqrtl</code>
- applied to a finite value, can result in an infinite result.
- 
- 
- Some functions still fail to compile, there are no known workarounds
- at present.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Linux
- 
- </td>
-<td>
- 
- GNU C++ 3.4 and later
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free with -Wall with this compiler.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Linux
- 
- </td>
-<td>
- 
- Intel C++ 10.0 and later
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free with -Wall with this compiler.
- However, The tests cases tend to generate a lot of warnings relating
- to numeric underflow of the test data: these are harmless.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Linux
- 
- </td>
-<td>
- 
- Intel C++ 8.1 and 9.1
- 
- </td>
-<td>
- 
- No
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- Long double support has been disabled with these compiler releases
- because calling the standard library long double math functions
- can result in a segfault. The issue is Linux distribution and glibc
- version specific and is Intel bug report #409291. Fully up to date
- releases of Intel 9.1 (post version l_cc_c_9.1.046) shouldn't have
- this problem. If you need long double support with this compiler,
- then comment out the define of BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
- at line 55 of boost/math/tools/config.hpp.
- 
- 
- We aim to keep our headers warning free with -Wall with this compiler.
- However, The tests cases tend to generate a lot of warnings relating
- to numeric underflow of the test data: these are harmless.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Linux
- 
- </td>
-<td>
- 
- QLogic PathScale 3.0
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- Some tests involving conceptual checks fail to build, otherwise
- there appear to be no issues.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Linux
- 
- </td>
-<td>
- 
- Sun Studio 12
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- Some tests involving function overload resolution fail to build,
- these issues should be rairly encountered in practice.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Solaris
- 
- </td>
-<td>
- 
- Sun Studio 12
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- Some tests involving function overload resolution fail to build,
- these issues should be rairly encountered in practice.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Solaris
- 
- </td>
-<td>
- 
- GNU C++ 4.x
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- We aim to keep our headers warning free with -Wall with this compiler.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- HP Tru64
- 
- </td>
-<td>
- 
- Compaq C++ 7.1
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- HP-UX Itanium
- 
- </td>
-<td>
- 
- HP aCC 6.x
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- Unfortunately this compiler emits quite a few warnings from libraries
- upon which we depend (TR1, Array etc).
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- HP-UX PA-RISC
- 
- </td>
-<td>
- 
- GNU C++ 3.4
- 
- </td>
-<td>
- 
- No
- 
- </td>
-<td>
- 
- All tests OK.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Apple Mac OS X, Intel
- 
- </td>
-<td>
- 
- Darwin/GNU C++ 4.x
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests OK.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- Apple Mac OS X, PowerPC
- 
- </td>
-<td>
- 
- Darwin/GNU C++ 4.x
- 
- </td>
-<td>
- 
- No
- 
- </td>
-<td>
- 
- All tests OK.
- 
- 
- Long double support has been disabled on this platform due to the
- rather strange nature of Darwin's 106-bit long double implementation.
- It should be possible to make this work if someone is prepared
- to offer assistance.
- 
- </td>
-</tr>
-<tr>
-<td>
- 
- IMB AIX
- 
- </td>
-<td>
- 
- IBM xlc 5.3
- 
- </td>
-<td>
- 
- Yes
- 
- </td>
-<td>
- 
- All tests pass except for our fpclassify tests which fail due to
- a bug in <code class="computeroutput">std::numeric_limits</code>, the bug effects
- the test code, not fpclassify itself. The IBM compiler group are
- aware of the problem.
- 
- </td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ MSVC 7.1 and later
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free at level 4 with this
+ compiler.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ Intel 8.1 and later
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free at level 4 with this
+ compiler. However, The tests cases tend to generate a lot of
+ warnings relating to numeric underflow of the test data: these
+ are harmless.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ GNU Mingw32 C++
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free with -Wall with this
+ compiler.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ GNU Cygwin C++
+ 
+ </td>
+<td>
+ 
+ No
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free with -Wall with this
+ compiler.
+ 
+ 
+ Long double support has been disabled because there are no native
+ long double C std library functions available.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ Borland C++ 5.8.2 (Developer studio 2006)
+ 
+ </td>
+<td>
+ 
+ No
+ 
+ </td>
+<td>
+ 
+ We have only partial compatability with this compiler:
+ 
+ 
+ Long double support has been disabled because the native long
+ double C standard library functions really only forward to the
+ double versions. This can result in unpredictable behaviour when
+ using the long double overloads: for example <code class="computeroutput">sqrtl</code>
+ applied to a finite value, can result in an infinite result.
+ 
+ 
+ Some functions still fail to compile, there are no known workarounds
+ at present.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Linux
+ 
+ </td>
+<td>
+ 
+ GNU C++ 3.4 and later
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free with -Wall with this
+ compiler.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Linux
+ 
+ </td>
+<td>
+ 
+ Intel C++ 10.0 and later
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free with -Wall with this
+ compiler. However, The tests cases tend to generate a lot of
+ warnings relating to numeric underflow of the test data: these
+ are harmless.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Linux
+ 
+ </td>
+<td>
+ 
+ Intel C++ 8.1 and 9.1
+ 
+ </td>
+<td>
+ 
+ No
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ Long double support has been disabled with these compiler releases
+ because calling the standard library long double math functions
+ can result in a segfault. The issue is Linux distribution and
+ glibc version specific and is Intel bug report #409291. Fully
+ up to date releases of Intel 9.1 (post version l_cc_c_9.1.046)
+ shouldn't have this problem. If you need long double support
+ with this compiler, then comment out the define of BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+ at line 55 of boost/math/tools/config.hpp.
+ 
+ 
+ We aim to keep our headers warning free with -Wall with this
+ compiler. However, The tests cases tend to generate a lot of
+ warnings relating to numeric underflow of the test data: these
+ are harmless.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Linux
+ 
+ </td>
+<td>
+ 
+ QLogic PathScale 3.0
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ Some tests involving conceptual checks fail to build, otherwise
+ there appear to be no issues.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Linux
+ 
+ </td>
+<td>
+ 
+ Sun Studio 12
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ Some tests involving function overload resolution fail to build,
+ these issues should be rairly encountered in practice.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Solaris
+ 
+ </td>
+<td>
+ 
+ Sun Studio 12
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ Some tests involving function overload resolution fail to build,
+ these issues should be rairly encountered in practice.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Solaris
+ 
+ </td>
+<td>
+ 
+ GNU C++ 4.x
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ We aim to keep our headers warning free with -Wall with this
+ compiler.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ HP Tru64
+ 
+ </td>
+<td>
+ 
+ Compaq C++ 7.1
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ HP-UX Itanium
+ 
+ </td>
+<td>
+ 
+ HP aCC 6.x
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ Unfortunately this compiler emits quite a few warnings from libraries
+ upon which we depend (TR1, Array etc).
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ HP-UX PA-RISC
+ 
+ </td>
+<td>
+ 
+ GNU C++ 3.4
+ 
+ </td>
+<td>
+ 
+ No
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Apple Mac OS X, Intel
+ 
+ </td>
+<td>
+ 
+ Darwin/GNU C++ 4.x
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ Apple Mac OS X, PowerPC
+ 
+ </td>
+<td>
+ 
+ Darwin/GNU C++ 4.x
+ 
+ </td>
+<td>
+ 
+ No
+ 
+ </td>
+<td>
+ 
+ All tests OK.
+ 
+ 
+ Long double support has been disabled on this platform due to
+ the rather strange nature of Darwin's 106-bit long double implementation.
+ It should be possible to make this work if someone is prepared
+ to offer assistance.
+ 
+ </td>
+</tr>
+<tr>
+<td>
+ 
+ IMB AIX
+ 
+ </td>
+<td>
+ 
+ IBM xlc 5.3
+ 
+ </td>
+<td>
+ 
+ Yes
+ 
+ </td>
+<td>
+ 
+ All tests pass except for our fpclassify tests which fail due
+ to a bug in <code class="computeroutput">std::numeric_limits</code>,
+ the bug effects the test code, not fpclassify itself. The IBM
+ compiler group are aware of the problem.
+ 
+ </td>
</tr>
</tbody>
</table></div>
</div>
- <div class="table">
+ 
+ 
+<div class="table">
<a name="math_toolkit.main_overview.compilers_overview.unsupported_compilers"></a>Table 10. Unsupported Compilers
<div class="table-contents"><table class="table" summary="Unsupported Compilers">
<colgroup>
@@ -543,59 +557,68 @@
</colgroup>
<thead><tr>
<th>
- 
- Platform
- 
- </th>
+ 
+ Platform
+ 
+ </th>
<th>
- 
- Compiler
- 
- </th>
+ 
+ Compiler
+ 
+ </th>
</tr></thead>
<tbody>
<tr>
<td>
- 
- Windows
- 
- </td>
-<td>
- 
- Borland C++ 5.9.2 (Borland Developer Studio 2007)
- 
- </td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ Borland C++ 5.9.2 (Borland Developer Studio 2007)
+ 
+ </td>
</tr>
<tr>
<td>
- 
- Windows
- 
- </td>
-<td>
- 
- MSVC 6 and 7
- 
- </td>
+ 
+ Windows
+ 
+ </td>
+<td>
+ 
+ MSVC 6 and 7
+ 
+ </td>
</tr>
</tbody>
</table></div>
</div>
- 
- If your compiler or platform is not listed above, please try running the
- regression tests: cd into boost-root/libs/math/test and do a:
- 
+ 
+ 
+
+ If your compiler or platform is not listed above, please try running the
+ regression tests: cd into boost-root/libs/math/test and do a:
+ 
+
+
+
<pre class="programlisting">bjam mytoolset
</pre>

- where "mytoolset" is the name of the Boost.Build
- toolset used for your compiler. The chances are that many
- of the accuracy tests will fail at this stage - don't panic -
- the default acceptable error tolerances are quite tight, especially for long
- double types with an extended exponent range (these cause more extreme test
- cases to be executed for some functions). You will need to cast an eye over
- the output from the failing tests and make a judgement as to whether the
- error rates are acceptable or not.
+ 
+
+ where "mytoolset" is the name of the Boost.Build
+ toolset used for your compiler. The chances are that many
+ of the accuracy tests will fail at this stage - don't panic
+ - the default acceptable error tolerances are quite tight, especially for
+ long double types with an extended exponent range (these cause more extreme
+ test cases to be executed for some functions). You will need to cast an
+ eye over the output from the failing tests and make a judgement as to whether
+ the error rates are acceptable or not.
+ 
+

</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/config_macros.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/config_macros.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/config_macros.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.config_macros"></a><a class="link" href="config_macros.html" title="Configuration Macros">Configuration
+<a name="math_toolkit.main_overview.config_macros"></a><a class="link" href="config_macros.html" title="Configuration Macros"> Configuration
Macros</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.contact"></a><a class="link" href="contact.html" title="Contact Info and Support">Contact Info and
+<a name="math_toolkit.main_overview.contact"></a><a class="link" href="contact.html" title="Contact Info and Support"> Contact Info and
Support</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.directories"></a><a class="link" href="directories.html" title="Directory and File Structure">Directory and
+<a name="math_toolkit.main_overview.directories"></a><a class="link" href="directories.html" title="Directory and File Structure"> Directory and
 File Structure</a>
</h3></div></div></div>
<a name="math_toolkit.main_overview.directories.boost_math"></a><h5>
-<a name="id867598"></a>
+<a name="id973943"></a>
 <a class="link" href="directories.html#math_toolkit.main_overview.directories.boost_math">boost/math</a>
 </h5>
<div class="variablelist">
@@ -73,7 +73,7 @@
</dl>
</div>
<a name="math_toolkit.main_overview.directories.boost_libs"></a><h5>
-<a name="id867747"></a>
+<a name="id981743"></a>
 <a class="link" href="directories.html#math_toolkit.main_overview.directories.boost_libs">boost/libs</a>
 </h5>
<div class="variablelist">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.error_handling"></a><a class="link" href="error_handling.html" title="Error Handling">Error Handling</a>
+<a name="math_toolkit.main_overview.error_handling"></a><a class="link" href="error_handling.html" title="Error Handling"> Error Handling</a>
</h3></div></div></div>
<a name="math_toolkit.main_overview.error_handling.quick_reference"></a><h5>
-<a name="id872640"></a>
+<a name="id982709"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.quick_reference">Quick
 Reference</a>
 </h5>
@@ -551,7 +551,9 @@
 
 Sets <code class="computeroutput">::errno</code>
 to <code class="computeroutput">ERANGE</code> and returns
- an unspecified value.
+ the largest representable value of the target integer type (or
+ the most negative value if the argument to the function was less
+ than zero).
 
 </td>
</tr>
@@ -563,7 +565,9 @@
 </td>
<td>
 
- Returns the an unspecified value.
+ Returns the largest representable value of
+ the target integer type (or the most negative value if the argument
+ to the function was less than zero).
 
 </td>
</tr>
@@ -743,7 +747,7 @@
 boost::math::policies::overflow_error;</code>.
 
<a name="math_toolkit.main_overview.error_handling.rationale"></a><h5>
-<a name="id875220"></a>
+<a name="id985279"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.rationale">Rationale</a>
 </h5>

@@ -762,7 +766,7 @@
 </li>
</ul></div>
<a name="math_toolkit.main_overview.error_handling.finding_more_information"></a><h5>
-<a name="id875266"></a>
+<a name="id985325"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.finding_more_information">Finding
 More Information</a>
 </h5>
@@ -784,7 +788,7 @@
 The various kind of errors are described in more detail below.
 
<a name="domain_error"></a><a name="math_toolkit.main_overview.error_handling.domain_errors"></a><h5>
-<a name="id875319"></a>
+<a name="id985378"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.domain_errors">Domain
 Errors</a>
 </h5>
@@ -856,7 +860,7 @@
 for more details.
 
<a name="pole_error"></a><a name="math_toolkit.main_overview.error_handling.evaluation_at_a_pole"></a><h5>
-<a name="id875578"></a>
+<a name="id985637"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.evaluation_at_a_pole">Evaluation
 at a pole</a>
 </h5>
@@ -895,7 +899,7 @@
 for more details.
 
<a name="overflow_error"></a><a name="math_toolkit.main_overview.error_handling.numeric_overflow"></a><h5>
-<a name="id875785"></a>
+<a name="id985844"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.numeric_overflow">Numeric
 Overflow</a>
 </h5>
@@ -920,7 +924,7 @@
 doesn't support infinities, the maximum value for the type is returned.
 
<a name="underflow_error"></a><a name="math_toolkit.main_overview.error_handling.numeric_underflow"></a><h5>
-<a name="id875974"></a>
+<a name="id986033"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.numeric_underflow">Numeric
 Underflow</a>
 </h5>
@@ -943,7 +947,7 @@
 an <code class="computeroutput">std::underflow_error</code> C++ exception.
 
<a name="denorm_error"></a><a name="math_toolkit.main_overview.error_handling.denormalisation_errors"></a><h5>
-<a name="id876119"></a>
+<a name="id986178"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.denormalisation_errors">Denormalisation
 Errors</a>
 </h5>
@@ -966,7 +970,7 @@
 throws an <code class="computeroutput">std::underflow_error</code> C++ exception.
 
<a name="evaluation_error"></a><a name="math_toolkit.main_overview.error_handling.evaluation_errors"></a><h5>
-<a name="id876281"></a>
+<a name="id986340"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.evaluation_errors">Evaluation
 Errors</a>
 </h5>
@@ -1003,7 +1007,7 @@
 for more details.
 
<a name="indeterminate_result_error"></a><a name="math_toolkit.main_overview.error_handling.indeterminate_result_errors"></a><h5>
-<a name="id876496"></a>
+<a name="id986555"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.indeterminate_result_errors">Indeterminate
 Result Errors</a>
 </h5>
@@ -1032,7 +1036,7 @@
 the result of 00 is 1, even though the result is actually mathematically indeterminate.
 
<a name="rounding_error"></a><a name="math_toolkit.main_overview.error_handling.rounding_errors"></a><h5>
-<a name="id876660"></a>
+<a name="id987812"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.rounding_errors">Rounding
 Errors</a>
 </h5>
@@ -1072,7 +1076,7 @@
 for more details.
 
<a name="checked_narrowing_cast"></a><a name="math_toolkit.main_overview.error_handling.errors_from_typecasts"></a><h5>
-<a name="id876892"></a>
+<a name="id988044"></a>
 <a class="link" href="error_handling.html#math_toolkit.main_overview.error_handling.errors_from_typecasts">Errors
 from typecasts</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,290 +24,363 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.history1"></a><a class="link" href="history1.html" title="History and What's New">History and What's
+<a name="math_toolkit.main_overview.history1"></a><a class="link" href="history1.html" title="History and What's New"> History and What's
New</a>
</h3></div></div></div>
-<a name="math_toolkit.main_overview.history1.boost_1_46_0"></a><h5>
-<a name="id882645"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_46_0">Boost-1.46.0</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_46_0"></a>
+ 
+<h5>
+<a name="id991049"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_46_0">Boost-1.46.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added Wald, Inverse Gaussian and geometric distributions.
- </li>
+ Added Wald, Inverse Gaussian and geometric distributions.
+ </li>
<li>
- Added information about configuration macros.
- </li>
+ Added information about configuration macros.
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_45_0"></a><h5>
-<a name="id882676"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_45_0">Boost-1.45.0</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_45_0"></a>
+ 
+<h5>
+<a name="id991080"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_45_0">Boost-1.45.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added warnings about potential ambiguity with std random library in distribution
- and function names.
- </li>
+ Added warnings about potential ambiguity with std random library in
+ distribution and function names.
+ </li>
<li>
- Added inverse gamma distribution and inverse chi_square and scaled inverse
- chi_square.
- </li>
+ Added inverse gamma distribution and inverse chi_square and scaled
+ inverse chi_square.
+ </li>
<li>
- Editorial revision of documentation, and added FAQ.
- </li>
+ Editorial revision of documentation, and added FAQ.
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_44_0"></a><h5>
-<a name="id882715"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_44_0">Boost-1.44.0</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_44_0"></a>
+ 
+<h5>
+<a name="id991119"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_44_0">Boost-1.44.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Fixed incorrect range and support for Rayleigh distribution.
- </li>
+ Fixed incorrect range and support for Rayleigh distribution.
+ </li>
<li>
- Fixed numerical error in the quantile of the Student's T distribution:
- the function was returning garbage values for non-integer degrees of
- freedom between 2 and 3.
- </li>
+ Fixed numerical error in the quantile of the Student's T distribution:
+ the function was returning garbage values for non-integer degrees of
+ freedom between 2 and 3.
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_41_0"></a><h5>
-<a name="id882746"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_41_0">Boost-1.41.0</a>
- </h5>
-<div class="itemizedlist"><ul type="disc"><li>
- Significantly improved performance for the incomplete gamma function
- and its inverse.
- </li></ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_40_0"></a><h5>
-<a name="id882770"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_40_0">Boost-1.40.0</a>
- </h5>
-<div class="itemizedlist"><ul type="disc">
-<li>
- Added support for MPFR as a bignum type.
- </li>
-<li>
- Added some full specializations of the policy classes to reduce compile
- times.
- </li>
-<li>
- Added logistic and hypergeometric distributions, from Gautam Sewani's
- Google Summer of Code project.
- </li>
-<li>
- Added Laplace distribution submitted by Thijs van den Berg.
- </li>
-<li>
- Updated performance test code to include new distributions, and improved
- the performance of the non-central distributions.
- </li>
-<li>
- Added SSE2 optimised <a class="link" href="../backgrounders/lanczos.html" title="The Lanczos Approximation">Lanczos
- approximation</a> code, from Gautam Sewani's Google Summer of Code
- project.
- </li>
-<li>
- Fixed bug in cyl_bessel_i that used an incorrect approximation for ν =
- 0.5, also effects the non-central Chi Square Distribution when ν = 3, see
- bug report #2877.
- </li>
-<li>
- Fixed minor bugs #2873.
- </li>
-</ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_38_0"></a><h5>
-<a name="id882859"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_38_0">Boost-1.38.0</a>
- </h5>
-<div class="itemizedlist"><ul type="disc">
-<li>
- Added Johan Råde's optimised floating point classification routines.
- </li>
-<li>
- Fixed code so that it compiles in GCC's -pedantic mode (bug report #1451).
- </li>
-</ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_37_0"></a><h5>
-<a name="id882895"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_37_0">Boost-1.37.0</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_41_0"></a>
+ 
+<h5>
+<a name="id991150"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_41_0">Boost-1.41.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc"><li>
- Improved accuracy and testing of the inverse hypergeometric functions.
- </li></ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_36_0"></a><h5>
-<a name="id882919"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_36_0">Boost-1.36.0</a>
- </h5>
+ Significantly improved performance for the incomplete gamma function
+ and its inverse.
+ </li></ul></div>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_40_0"></a>
+ 
+<h5>
+<a name="id991174"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_40_0">Boost-1.40.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added Noncentral Chi Squared Distribution.
- </li>
+ Added support for MPFR as a bignum type.
+ </li>
<li>
- Added Noncentral Beta Distribution.
- </li>
+ Added some full specializations of the policy classes to reduce compile
+ times.
+ </li>
<li>
- Added Noncentral F Distribution.
- </li>
+ Added logistic and hypergeometric distributions, from Gautam Sewani's
+ Google Summer of Code project.
+ </li>
<li>
- Added Noncentral T Distribution.
- </li>
+ Added Laplace distribution submitted by Thijs van den Berg.
+ </li>
<li>
- Added Exponential Integral Functions.
- </li>
+ Updated performance test code to include new distributions, and improved
+ the performance of the non-central distributions.
+ </li>
<li>
- Added Zeta Function.
- </li>
+ Added SSE2 optimised <a class="link" href="../backgrounders/lanczos.html" title="The Lanczos Approximation">Lanczos
+ approximation</a> code, from Gautam Sewani's Google Summer of Code
+ project.
+ </li>
<li>
- Added Rounding and Truncation functions.
- </li>
+ Fixed bug in cyl_bessel_i that used an incorrect approximation for
+ ν = 0.5, also effects the non-central Chi Square Distribution when ν =
+ 3, see bug report #2877.
+ </li>
<li>
- Added Compile time powers of runtime bases.
- </li>
+ Fixed minor bugs #2873.
+ </li>
+</ul></div>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_38_0"></a>
+ 
+<h5>
+<a name="id991263"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_38_0">Boost-1.38.0</a>
+ </h5>
+
+ 
+<div class="itemizedlist"><ul type="disc">
+<li>
+ Added Johan Råde's optimised floating point classification routines.
+ </li>
<li>
- Added SSE2 optimizations for Lanczos evaluation.
- </li>
+ Fixed code so that it compiles in GCC's -pedantic mode (bug report
+ #1451).
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.boost_1_35_0__post_review_first_official_release"></a><h5>
-<a name="id883005"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_35_0__post_review_first_official_release">Boost-1.35.0:
- Post Review First Official Release</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_37_0"></a>
+ 
+<h5>
+<a name="id991299"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_37_0">Boost-1.37.0</a>
+ </h5>
+
+ 
+<div class="itemizedlist"><ul type="disc"><li>
+ Improved accuracy and testing of the inverse hypergeometric functions.
+ </li></ul></div>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_36_0"></a>
+ 
+<h5>
+<a name="id991323"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_36_0">Boost-1.36.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added Policy based framework that allows fine grained control over function
- behaviour.
- </li>
+ Added Noncentral Chi Squared Distribution.
+ </li>
<li>
- Breaking change: Changed default behaviour
- for domain, pole and overflow errors to throw an exception (based on
- review feedback), this behaviour can be customised using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
- </li>
+ Added Noncentral Beta Distribution.
+ </li>
<li>
- Breaking change: Changed exception thrown
- when an internal evaluation error occurs to boost::math::evaluation_error.
- </li>
+ Added Noncentral F Distribution.
+ </li>
<li>
- Breaking change: Changed discrete quantiles
- to return an integer result: this is anything up to 20 times faster than
- finding the true root, this behaviour can be customised using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
- </li>
+ Added Noncentral T Distribution.
+ </li>
<li>
- Polynomial/rational function evaluation is now customisable and hopefully
- faster than before.
- </li>
+ Added Exponential Integral Functions.
+ </li>
<li>
- Added performance test program.
- </li>
+ Added Zeta Function.
+ </li>
+<li>
+ Added Rounding and Truncation functions.
+ </li>
+<li>
+ Added Compile time powers of runtime bases.
+ </li>
+<li>
+ Added SSE2 optimizations for Lanczos evaluation.
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.milestone_4__second_review_candidate__1st_march_2007_"></a><h5>
-<a name="id883090"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_4__second_review_candidate__1st_march_2007_">Milestone
- 4: Second Review Candidate (1st March 2007)</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.boost_1_35_0__post_review_first_official_release"></a>
+ 
+<h5>
+<a name="id991408"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.boost_1_35_0__post_review_first_official_release">Boost-1.35.0:
+ Post Review First Official Release</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Moved Xiaogang Zhang's Bessel Functions code into the library, and brought
- them into line with the rest of the code.
- </li>
+ Added Policy based framework that allows fine grained control over
+ function behaviour.
+ </li>
+<li>
+ Breaking change: Changed default behaviour
+ for domain, pole and overflow errors to throw an exception (based on
+ review feedback), this behaviour can be customised using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
+ </li>
+<li>
+ Breaking change: Changed exception
+ thrown when an internal evaluation error occurs to boost::math::evaluation_error.
+ </li>
+<li>
+ Breaking change: Changed discrete
+ quantiles to return an integer result: this is anything up to 20 times
+ faster than finding the true root, this behaviour can be customised
+ using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
+ </li>
+<li>
+ Polynomial/rational function evaluation is now customisable and hopefully
+ faster than before.
+ </li>
<li>
- Added C# "Distribution Explorer" demo application.
- </li>
+ Added performance test program.
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.milestone_3__first_review_candidate__31st_dec_2006_"></a><h5>
-<a name="id883123"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_3__first_review_candidate__31st_dec_2006_">Milestone
- 3: First Review Candidate (31st Dec 2006)</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.milestone_4__second_review_candidate__1st_march_2007_"></a>
+ 
+<h5>
+<a name="id991494"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_4__second_review_candidate__1st_march_2007_">Milestone
+ 4: Second Review Candidate (1st March 2007)</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Implemented the main probability distribution and density functions.
- </li>
+ Moved Xiaogang Zhang's Bessel Functions code into the library, and
+ brought them into line with the rest of the code.
+ </li>
<li>
- Implemented digamma.
- </li>
+ Added C# "Distribution Explorer" demo application.
+ </li>
+</ul></div>
+
+ <a name="math_toolkit.main_overview.history1.milestone_3__first_review_candidate__31st_dec_2006_"></a>
+ 
+<h5>
+<a name="id991527"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_3__first_review_candidate__31st_dec_2006_">Milestone
+ 3: First Review Candidate (31st Dec 2006)</a>
+ </h5>
+
+ 
+<div class="itemizedlist"><ul type="disc">
<li>
- Added more factorial functions.
- </li>
+ Implemented the main probability distribution and density functions.
+ </li>
<li>
- Implemented the Hermite, Legendre and Laguerre polynomials plus the spherical
- harmonic functions from TR1.
- </li>
+ Implemented digamma.
+ </li>
<li>
- Moved Xiaogang Zhang's elliptic integral code into the library, and brought
- them into line with the rest of the code.
- </li>
+ Added more factorial functions.
+ </li>
<li>
- Moved Hubert Holin's existing Boost.Math special functions into this
- library and brought them into line with the rest of the code.
- </li>
+ Implemented the Hermite, Legendre and Laguerre polynomials plus the
+ spherical harmonic functions from TR1.
+ </li>
+<li>
+ Moved Xiaogang Zhang's elliptic integral code into the library, and
+ brought them into line with the rest of the code.
+ </li>
+<li>
+ Moved Hubert Holin's existing Boost.Math special functions into this
+ library and brought them into line with the rest of the code.
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.milestone_2__released_september_10th_2006"></a><h5>
-<a name="id883184"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_2__released_september_10th_2006">Milestone
- 2: Released September 10th 2006</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.milestone_2__released_september_10th_2006"></a>
+ 
+<h5>
+<a name="id991589"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_2__released_september_10th_2006">Milestone
+ 2: Released September 10th 2006</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Implement preview release of the statistical distributions.
- </li>
+ Implement preview release of the statistical distributions.
+ </li>
<li>
- Added statistical distributions tutorial.
- </li>
+ Added statistical distributions tutorial.
+ </li>
<li>
- Implemented root finding algorithms.
- </li>
+ Implemented root finding algorithms.
+ </li>
<li>
- Implemented the inverses of the incomplete gamma and beta functions.
- </li>
+ Implemented the inverses of the incomplete gamma and beta functions.
+ </li>
<li>
- Rewrite erf/erfc as rational approximations (valid to 128-bit precision).
- </li>
+ Rewrite erf/erfc as rational approximations (valid to 128-bit precision).
+ </li>
<li>
- Integrated the statistical results generated from the test data with
- Boost.Test: uses a database of expected results, indexed by test, floating
- point type, platform, and compiler.
- </li>
+ Integrated the statistical results generated from the test data with
+ Boost.Test: uses a database of expected results, indexed by test, floating
+ point type, platform, and compiler.
+ </li>
<li>
- Improved lgamma near 1 and 2 (rational approximations).
- </li>
+ Improved lgamma near 1 and 2 (rational approximations).
+ </li>
<li>
- Improved erf/erfc inverses (rational approximations).
- </li>
+ Improved erf/erfc inverses (rational approximations).
+ </li>
<li>
- Implemented Rational function generation (the Remez method).
- </li>
+ Implemented Rational function generation (the Remez method).
+ </li>
</ul></div>
-<a name="math_toolkit.main_overview.history1.milestone_1__released_march_31st_2006"></a><h5>
-<a name="id883267"></a>
- <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_1__released_march_31st_2006">Milestone
- 1: Released March 31st 2006</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.history1.milestone_1__released_march_31st_2006"></a>
+ 
+<h5>
+<a name="id991671"></a>
+ <a class="link" href="history1.html#math_toolkit.main_overview.history1.milestone_1__released_march_31st_2006">Milestone
+ 1: Released March 31st 2006</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Implement gamma/beta/erf functions along with their incomplete counterparts.
- </li>
+ Implement gamma/beta/erf functions along with their incomplete counterparts.
+ </li>
<li>
- Generate high quality test data, against which future improvements can
- be judged.
- </li>
+ Generate high quality test data, against which future improvements
+ can be judged.
+ </li>
<li>
- Provide tools for the evaluation of infinite series, continued fractions,
- and rational functions.
- </li>
+ Provide tools for the evaluation of infinite series, continued fractions,
+ and rational functions.
+ </li>
<li>
- Provide tools for testing against tabulated test data, and collecting
- statistics on error rates.
- </li>
+ Provide tools for testing against tabulated test data, and collecting
+ statistics on error rates.
+ </li>
<li>
- Provide sufficient docs for people to be able to find their way around
- the library.
- </li>
+ Provide sufficient docs for people to be able to find their way around
+ the library.
+ </li>
</ul></div>

- SVN Revisions:
- 
+ 
+
+ SVN Revisions:
+ 
+
+ 
+
+ Sandbox and trunk last synchonised at revision: .
+ 

- Sandbox and trunk last synchonised at revision: .

</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,13 +24,13 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.intro"></a><a class="link" href="intro.html" title="About the Math Toolkit">About the Math Toolkit</a>
+<a name="math_toolkit.main_overview.intro"></a><a class="link" href="intro.html" title="About the Math Toolkit"> About the Math Toolkit</a>
</h3></div></div></div>

 This library is divided into three interconnected parts:
 
<a name="math_toolkit.main_overview.intro.statistical_distributions"></a><h5>
-<a name="id867161"></a>
+<a name="id973506"></a>
 <a class="link" href="intro.html#math_toolkit.main_overview.intro.statistical_distributions">Statistical
 Distributions</a>
 </h5>
@@ -56,7 +56,7 @@
 tests.
 
<a name="math_toolkit.main_overview.intro.mathematical_special_functions"></a><h5>
-<a name="id867245"></a>
+<a name="id973590"></a>
 <a class="link" href="intro.html#math_toolkit.main_overview.intro.mathematical_special_functions">Mathematical
 Special Functions</a>
 </h5>
@@ -83,7 +83,7 @@
 double</code>.
 
<a name="math_toolkit.main_overview.intro.implementation_toolkit"></a><h5>
-<a name="id867312"></a>
+<a name="id973657"></a>
 <a class="link" href="intro.html#math_toolkit.main_overview.intro.implementation_toolkit">Implementation
 Toolkit</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.namespaces"></a><a class="link" href="namespaces.html" title="Namespaces">Namespaces</a>
+<a name="math_toolkit.main_overview.namespaces"></a><a class="link" href="namespaces.html" title="Namespaces"> Namespaces</a>
</h3></div></div></div>

All math functions and distributions are in <code class="computeroutput">namespace

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,14 +24,14 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.navigation"></a><a class="link" href="navigation.html" title="Navigation">Navigation</a>
+<a name="math_toolkit.main_overview.navigation"></a><a class="link" href="navigation.html" title="Navigation"> Navigation</a>
</h3></div></div></div>

 Used in combination with the configured browser key, the following keys act
 as handy shortcuts for common navigation tasks.
 
<a name="math_toolkit.main_overview.navigation.shortcuts"></a><h6>
-<a name="id867412"></a>
+<a name="id973757"></a>
 <a class="link" href="navigation.html#math_toolkit.main_overview.navigation.shortcuts">Shortcuts</a>
 </h6>
<div class="blockquote"><blockquote class="blockquote">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,44 +24,56 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.perf_over"></a><a class="link" href="perf_over.html" title="Performance">Performance</a>
+<a name="math_toolkit.main_overview.perf_over"></a><a class="link" href="perf_over.html" title="Performance"> Performance</a>
</h3></div></div></div>

- By and large the performance of this library should be acceptable for most
- needs. However, you should note that this library's primary emphasis is on
- accuracy and numerical stability, and not speed.
- 
+ 

- In terms of the algorithms used, this library aims to use the same "best
- of breed" algorithms as many other libraries: the principle difference
- is that this library is implemented in C++ - taking advantage of all the
- abstraction mechanisms that C++ offers - where as most traditional numeric
- libraries are implemented in C or FORTRAN. Traditionally languages such as
- C or FORTRAN are perceived as easier to optimise than more complex languages
- like C++, so in a sense this library provides a good test of current compiler
- technology, and the "abstraction penalty" - if any - of C++ compared
- to other languages.
- 
+ By and large the performance of this library should be acceptable for most
+ needs. However, you should note that this library's primary emphasis is
+ on accuracy and numerical stability, and not speed.
+ 

- The two most important things you can do to ensure the best performance from
- this library are:
- 
+ 
+
+ In terms of the algorithms used, this library aims to use the same "best
+ of breed" algorithms as many other libraries: the principle difference
+ is that this library is implemented in C++ - taking advantage of all the
+ abstraction mechanisms that C++ offers - where as most traditional numeric
+ libraries are implemented in C or FORTRAN. Traditionally languages such
+ as C or FORTRAN are perceived as easier to optimise than more complex languages
+ like C++, so in a sense this library provides a good test of current compiler
+ technology, and the "abstraction penalty" - if any - of C++ compared
+ to other languages.
+ 
+
+ 
+
+ The two most important things you can do to ensure the best performance
+ from this library are:
+ 
+
+ 
<div class="orderedlist"><ol type="1">
<li>
- Turn on your compilers optimisations: the difference between "release"
- and "debug" builds can easily be a <a class="link" href="../perf/getting_best.html" title="Getting the Best Performance from this Library">factor
- of 20</a>.
- </li>
+ Turn on your compilers optimisations: the difference between "release"
+ and "debug" builds can easily be a <a class="link" href="../perf/getting_best.html" title="Getting the Best Performance from this Library">factor
+ of 20</a>.
+ </li>
<li>
- Pick your compiler carefully: <a class="link" href="../perf/comp_compilers.html" title="Comparing Compilers">performance
- differences of up to 8 fold</a> have been found between some Windows
- compilers for example.
- </li>
+ Pick your compiler carefully: <a class="link" href="../perf/comp_compilers.html" title="Comparing Compilers">performance
+ differences of up to 8 fold</a> have been found between some Windows
+ compilers for example.
+ </li>
</ol></div>

- The <a class="link" href="../perf.html" title="Performance">performance section</a> contains
- more information on the performance of this library, what you can do to fine
- tune it, and how this library compares to some other open source alternatives.
+ 
+
+ The <a class="link" href="../perf.html" title="Performance">performance section</a> contains
+ more information on the performance of this library, what you can do to
+ fine tune it, and how this library compares to some other open source alternatives.
+ 
+

</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,81 +24,99 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.pol_overview"></a><a class="link" href="pol_overview.html" title="Policies">Policies</a>
+<a name="math_toolkit.main_overview.pol_overview"></a><a class="link" href="pol_overview.html" title="Policies"> Policies</a>
</h3></div></div></div>

- Policies are a powerful fine-grain mechanism that allow you to customise
- the behaviour of this library according to your needs. There is more information
- available in the <a class="link" href="../policy/pol_tutorial.html" title="Policy Tutorial">policy
- tutorial</a> and the <a class="link" href="../policy/pol_ref.html" title="Policy Reference">policy
- reference</a>.
- 
+ 

- Generally speaking, unless you find that the <a class="link" href="../policy/pol_tutorial/policy_tut_defaults.html" title="Policies Have Sensible Defaults">default
- policy behaviour</a> when encountering 'bad' argument values does not
- meet your needs, you should not need to worry about policies.
- 
+ Policies are a powerful fine-grain mechanism that allow you to customise
+ the behaviour of this library according to your needs. There is more information
+ available in the <a class="link" href="../policy/pol_tutorial.html" title="Policy Tutorial">policy
+ tutorial</a> and the <a class="link" href="../policy/pol_ref.html" title="Policy Reference">policy
+ reference</a>.
+ 

- Policies are a compile-time mechanism that allow you to change error-handling
- or calculation precision either program wide, or at the call site.
- 
+ 

- Although the policy mechanism itself is rather complicated, in practice it
- is easy to use, and very flexible.
- 
+ Generally speaking, unless you find that the <a class="link" href="../policy/pol_tutorial/policy_tut_defaults.html" title="Policies Have Sensible Defaults">default
+ policy behaviour</a> when encountering 'bad' argument values does not
+ meet your needs, you should not need to worry about policies.
+ 

- Using policies you can control:
- 
+ 
+
+ Policies are a compile-time mechanism that allow you to change error-handling
+ or calculation precision either program wide, or at the call site.
+ 
+
+ 
+
+ Although the policy mechanism itself is rather complicated, in practice
+ it is easy to use, and very flexible.
+ 
+
+ 
+
+ Using policies you can control:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- <a class="link" href="../policy/pol_ref/error_handling_policies.html" title="Error Handling Policies">How
- results from 'bad' arguments are handled</a>, including those that
- cannot be fully evaluated.
- </li>
-<li>
- How <a class="link" href="../policy/pol_ref/internal_promotion.html" title="Internal Floating-point Promotion Policies">accuracy
- is controlled by internal promotion</a> to use more precise types.
- </li>
-<li>
- What working <a class="link" href="../policy/pol_ref/precision_pol.html" title="Precision Policies">precision</a>
- should be used to calculate results.
- </li>
-<li>
- What to do when a <a class="link" href="../policy/pol_ref/assert_undefined.html" title="Mathematically Undefined Function Policies">mathematically
- undefined function</a> is used: Should this raise a run-time or compile-time
- error?
- </li>
-<li>
- Whether <a class="link" href="../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
- functions</a>, like the binomial, should return real or only integral
- values, and how they are rounded.
- </li>
-<li>
- How many iterations a special function is permitted to perform in a series
- evaluation or root finding algorithm before it gives up and raises an
- <a class="link" href="error_handling.html#evaluation_error">evaluation_error</a>.
- </li>
+ <a class="link" href="../policy/pol_ref/error_handling_policies.html" title="Error Handling Policies">How
+ results from 'bad' arguments are handled</a>, including those that
+ cannot be fully evaluated.
+ </li>
+<li>
+ How <a class="link" href="../policy/pol_ref/internal_promotion.html" title="Internal Floating-point Promotion Policies">accuracy
+ is controlled by internal promotion</a> to use more precise types.
+ </li>
+<li>
+ What working <a class="link" href="../policy/pol_ref/precision_pol.html" title="Precision Policies">precision</a>
+ should be used to calculate results.
+ </li>
+<li>
+ What to do when a <a class="link" href="../policy/pol_ref/assert_undefined.html" title="Mathematically Undefined Function Policies">mathematically
+ undefined function</a> is used: Should this raise a run-time or
+ compile-time error?
+ </li>
+<li>
+ Whether <a class="link" href="../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
+ functions</a>, like the binomial, should return real or only integral
+ values, and how they are rounded.
+ </li>
+<li>
+ How many iterations a special function is permitted to perform in a
+ series evaluation or root finding algorithm before it gives up and
+ raises an <a class="link" href="error_handling.html#evaluation_error">evaluation_error</a>.
+ </li>
</ul></div>

- You can control policies:
- 
+ 
+
+ You can control policies:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Using <a class="link" href="../policy/pol_ref/policy_defaults.html" title="Using Macros to Change the Policy Defaults">macros</a>
- to change any default policy: the is the prefered method for installation
- wide policies.
- </li>
-<li>
- At your chosen <a class="link" href="../policy/pol_ref/namespace_pol.html" title="Setting Polices at Namespace Scope">namespace
- scope</a> for distributions and/or functions: this is the prefered
- method for project, namespace, or translation unit scope policies.
- </li>
-<li>
- In an ad-hoc manner <a class="link" href="../policy/pol_tutorial/ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">by
- passing a specific policy to a special function</a>, or to a <a class="link" href="../policy/pol_tutorial/ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">statistical
- distribution</a>.
- </li>
+ Using <a class="link" href="../policy/pol_ref/policy_defaults.html" title="Using Macros to Change the Policy Defaults">macros</a>
+ to change any default policy: the is the prefered method for installation
+ wide policies.
+ </li>
+<li>
+ At your chosen <a class="link" href="../policy/pol_ref/namespace_pol.html" title="Setting Polices at Namespace Scope">namespace
+ scope</a> for distributions and/or functions: this is the prefered
+ method for project, namespace, or translation unit scope policies.
+ </li>
+<li>
+ In an ad-hoc manner <a class="link" href="../policy/pol_tutorial/ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">by
+ passing a specific policy to a special function</a>, or to a <a class="link" href="../policy/pol_tutorial/ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">statistical
+ distribution</a>.
+ </li>
</ul></div>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.result_type"></a><a class="link" href="result_type.html" title="Calculation of the Type of the Result">Calculation of
- the Type of the Result</a>
+<a name="math_toolkit.main_overview.result_type"></a><a class="link" href="result_type.html" title="Calculation of the Type of the Result"> Calculation
+ of the Type of the Result</a>
</h3></div></div></div>

The functions in this library are all overloaded to accept mixed floating

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.threads"></a><a class="link" href="threads.html" title="Thread Safety">Thread Safety</a>
+<a name="math_toolkit.main_overview.threads"></a><a class="link" href="threads.html" title="Thread Safety"> Thread Safety</a>
</h3></div></div></div>

The library is fully thread safe and re-entrant provided the function and

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,69 +24,87 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.main_overview.tr1"></a><a class="link" href="tr1.html" title="C99 and C++ TR1 C-style Functions">C99 and C++ TR1 C-style
+<a name="math_toolkit.main_overview.tr1"></a><a class="link" href="tr1.html" title="C99 and C++ TR1 C-style Functions"> C99 and C++ TR1 C-style
Functions</a>
</h3></div></div></div>

- Many of the special functions included in this library are also a part of
- the either the <a href="http://www.open-std.org/JTC1/SC22/WG14/www/docs/n1256.pdf" target="_top">C99
- Standard ISO/IEC 9899:1999</a> or the <a href="http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf" target="_top">Technical
- Report on C++ Library Extensions</a>. Therefore this library includes
- a thin wrapper header <code class="computeroutput">boost/math/tr1.hpp</code>
- that provides compatibility with these two standards.
- 
+ 

- There are various pros and cons to using the library in this way:
- 
+ Many of the special functions included in this library are also a part
+ of the either the <a href="http://www.open-std.org/JTC1/SC22/WG14/www/docs/n1256.pdf" target="_top">C99
+ Standard ISO/IEC 9899:1999</a> or the <a href="http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf" target="_top">Technical
+ Report on C++ Library Extensions</a>. Therefore this library includes
+ a thin wrapper header <code class="computeroutput">boost/math/tr1.hpp</code>
+ that provides compatibility with these two standards.
+ 

- Pros:
- 
+ 
+
+ There are various pros and cons to using the library in this way:
+ 
+
+ 
+
+ Pros:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- The header to include is lightweight (i.e. fast to compile).
- </li>
+ The header to include is lightweight (i.e. fast to compile).
+ </li>
<li>
- The functions have extern "C" linkage, and so are usable from
- other languages (not just C and C++).
- </li>
+ The functions have extern "C" linkage, and so are usable
+ from other languages (not just C and C++).
+ </li>
<li>
- C99 and C++ TR1 Standard compatibility.
- </li>
+ C99 and C++ TR1 Standard compatibility.
+ </li>
</ul></div>

- Cons:
- 
+ 
+
+ Cons:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- You will need to compile and link to the external Boost.Math libraries.
- </li>
+ You will need to compile and link to the external Boost.Math libraries.
+ </li>
<li>
- Limited to support for the types, <code class="computeroutput">float</code>,
- <code class="computeroutput">double</code> and <code class="computeroutput">long double</code>.
- </li>
+ Limited to support for the types, <code class="computeroutput">float</code>,
+ <code class="computeroutput">double</code> and <code class="computeroutput">long double</code>.
+ </li>
<li>
- Error handling is handled via setting ::errno and returning NaN's and
- infinities: this may be less flexible than an C++ exception based approach.
- </li>
+ Error handling is handled via setting ::errno and returning NaN's and
+ infinities: this may be less flexible than an C++ exception based approach.
+ </li>
</ul></div>
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/src/images/note.png"></td>
<th align="left">Note</th>
</tr>
<tr><td align="left" valign="top">
- The separate libraries are required only
- if you choose to use boost/math/tr1.hpp rather than some other Boost.Math
- header, the rest of Boost.Math remains header-only.
- </td></tr>
+ The separate libraries are required only
+ if you choose to use boost/math/tr1.hpp rather than some other Boost.Math
+ header, the rest of Boost.Math remains header-only.
+ </td></tr>
</table></div>

- The separate libraries required in order to use tr1.hpp can be compiled using
- bjam from within the libs/math/build directory, or from the Boost root directory
- using the usual Boost-wide install procedure. Alternatively the source files
- are located in libs/math/src and each have the same name as the function
- they implement. The various libraries are named as follows:
- 
+ 
+
+ The separate libraries required in order to use tr1.hpp can be compiled
+ using bjam from within the libs/math/build directory, or from the Boost
+ root directory using the usual Boost-wide install procedure. Alternatively
+ the source files are located in libs/math/src and each have the same name
+ as the function they implement. The various libraries are named as follows:
+ 
+
+ 
<div class="informaltable"><table class="table">
<colgroup>
<col>
@@ -95,136 +113,140 @@
</colgroup>
<thead><tr>
<th>
- 
- Name
- 
- </th>
+ 
+ Name
+ 
+ </th>
<th>
- 
- Type
- 
- </th>
+ 
+ Type
+ 
+ </th>
<th>
- 
- Functions
- 
- </th>
+ 
+ Functions
+ 
+ </th>
</tr></thead>
<tbody>
<tr>
<td>
- 
- boost_math_c99f-<suffix>
- 
- </td>
-<td>
- 
- float
- 
- </td>
-<td>
- 
- C99 Functions
- 
- </td>
+ 
+ boost_math_c99f-<suffix>
+ 
+ </td>
+<td>
+ 
+ float
+ 
+ </td>
+<td>
+ 
+ C99 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_c99-<suffix>
- 
- </td>
-<td>
- 
- double
- 
- </td>
-<td>
- 
- C99 Functions
- 
- </td>
+ 
+ boost_math_c99-<suffix>
+ 
+ </td>
+<td>
+ 
+ double
+ 
+ </td>
+<td>
+ 
+ C99 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_c99l-<suffix>
- 
- </td>
-<td>
- 
- long double
- 
- </td>
-<td>
- 
- C99 Functions
- 
- </td>
+ 
+ boost_math_c99l-<suffix>
+ 
+ </td>
+<td>
+ 
+ long double
+ 
+ </td>
+<td>
+ 
+ C99 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_tr1f-<suffix>
- 
- </td>
-<td>
- 
- float
- 
- </td>
-<td>
- 
- TR1 Functions
- 
- </td>
+ 
+ boost_math_tr1f-<suffix>
+ 
+ </td>
+<td>
+ 
+ float
+ 
+ </td>
+<td>
+ 
+ TR1 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_tr1-<suffix>
- 
- </td>
-<td>
- 
- double
- 
- </td>
-<td>
- 
- TR1 Functions
- 
- </td>
+ 
+ boost_math_tr1-<suffix>
+ 
+ </td>
+<td>
+ 
+ double
+ 
+ </td>
+<td>
+ 
+ TR1 Functions
+ 
+ </td>
</tr>
<tr>
<td>
- 
- boost_math_tr1l-<suffix>
- 
- </td>
-<td>
- 
- long double
- 
- </td>
-<td>
- 
- TR1 Functions
- 
- </td>
+ 
+ boost_math_tr1l-<suffix>
+ 
+ </td>
+<td>
+ 
+ long double
+ 
+ </td>
+<td>
+ 
+ TR1 Functions
+ 
+ </td>
</tr>
</tbody>
</table></div>

- Where <code class="computeroutput"><suffix></code> encodes the compiler and build options
- used to build the libraries: for example "libboost_math_tr1-vc80-mt-gd.lib"
- would be the statically linked TR1 library to use with Visual C++ 8.0, in
- multithreading debug mode, with the DLL VC++ runtime, where as "boost_math_tr1-vc80-mt.lib"
- would be import library for the TR1 DLL to be used with Visual C++ 8.0 with
- the release multithreaded DLL VC++ runtime. Refer to the getting started
- guide for a <a href="http://www.boost.org/doc/libs/1_35_0/more/getting_started/windows.html#library-naming" target="_top">full
- explanation of the <code class="computeroutput"><suffix></code> meanings</a>.
- 
+ 
+
+ Where <code class="computeroutput"><suffix></code> encodes the compiler and build options
+ used to build the libraries: for example "libboost_math_tr1-vc80-mt-gd.lib"
+ would be the statically linked TR1 library to use with Visual C++ 8.0,
+ in multithreading debug mode, with the DLL VC++ runtime, where as "boost_math_tr1-vc80-mt.lib"
+ would be import library for the TR1 DLL to be used with Visual C++ 8.0
+ with the release multithreaded DLL VC++ runtime. Refer to the getting started
+ guide for a <a href="http://www.boost.org/doc/libs/1_35_0/more/getting_started/windows.html#library-naming" target="_top">full
+ explanation of the <code class="computeroutput"><suffix></code> meanings</a>.
+ 
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/src/images/note.png"></td>
@@ -232,79 +254,103 @@
</tr>
<tr><td align="left" valign="top">

- Visual C++ users will typically have the correct library variant to link
- against selected for them by boost/math/tr1.hpp based on your compiler
- settings.
- 
-
- Users will need to define BOOST_MATH_TR1_DYN_LINK when building their code
- if they want to link against the DLL versions of these libraries rather
- than the static versions.
- 
-
- Users can disable auto-linking by defining BOOST_MATH_TR1_NO_LIB when building:
- this is typically only used when linking against a customised build of
- the libraries.
- 
+ Visual C++ users will typically have the correct library variant to link
+ against selected for them by boost/math/tr1.hpp based on your compiler
+ settings.
+ 
+
+ Users will need to define BOOST_MATH_TR1_DYN_LINK when building their
+ code if they want to link against the DLL versions of these libraries
+ rather than the static versions.
+ 
+
+ Users can disable auto-linking by defining BOOST_MATH_TR1_NO_LIB when
+ building: this is typically only used when linking against a customised
+ build of the libraries.
+ 
</td></tr>
</table></div>
+
+ 
<div class="note"><table border="0" summary="Note">
<tr>
<td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/src/images/note.png"></td>
<th align="left">Note</th>
</tr>
<tr><td align="left" valign="top">
- Linux and Unix users will generally only have one variant of these libraries
- installed, and can generally just link against -lboost_math_tr1 etc.
- </td></tr>
+ Linux and Unix users will generally only have one variant of these libraries
+ installed, and can generally just link against -lboost_math_tr1 etc.
+ </td></tr>
</table></div>
-<a name="math_toolkit.main_overview.tr1.usage_recomendations"></a><h5>
-<a name="id883737"></a>
- <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.usage_recomendations">Usage
- Recomendations</a>
- </h5>

- This library now presents the user with a choice:
- 
+ <a name="math_toolkit.main_overview.tr1.usage_recomendations"></a>
+ 
+<h5>
+<a name="id992349"></a>
+ <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.usage_recomendations">Usage
+ Recomendations</a>
+ </h5>
+
+ 
+
+ This library now presents the user with a choice:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- To include the header only versions of the functions and have an easier
- time linking, but a longer compile time.
- </li>
+ To include the header only versions of the functions and have an easier
+ time linking, but a longer compile time.
+ </li>
<li>
- To include the TR1 headers and link against an external library.
- </li>
+ To include the TR1 headers and link against an external library.
+ </li>
</ul></div>

- Which option you choose depends largely on how you prefer to work and how
- your system is set up.
- 
+ 

- For example a casual user who just needs the acosh function, would probably
- be better off including <code class="computeroutput"><boost/math/special_functions/acosh.hpp></code>
- and using <code class="computeroutput">boost::math::acosh(x)</code> in their
- code.
- 
+ Which option you choose depends largely on how you prefer to work and how
+ your system is set up.
+ 

- However, for large scale software development where compile times are significant,
- and where the Boost libraries are already built and installed on the system,
- then including <code class="computeroutput"><boost/math/tr1.hpp></code> and using <code class="computeroutput">boost::math::tr1::acosh(x)</code> will
- speed up compile times, reduce object files sizes (since there are no templates
- being instantiated any more), and also speed up debugging runtimes - since
- the externally compiled libraries can be compiler optimised, rather than
- built using full settings - the difference in performance between <a class="link" href="../perf/getting_best.html" title="Getting the Best Performance from this Library">release
- and debug builds can be as much as 20 times</a>, so for complex applications
- this can be a big win.
- 
-<a name="math_toolkit.main_overview.tr1.supported_c99_functions"></a><h5>
-<a name="id883940"></a>
- <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.supported_c99_functions">Supported
- C99 Functions</a>
- </h5>
+ 

- See also the <a class="link" href="../extern_c/c99.html" title="C99 C Functions">quick reference guide
- for these functions</a>.
- 
+ For example a casual user who just needs the acosh function, would probably
+ be better off including <code class="computeroutput"><boost/math/special_functions/acosh.hpp></code>
+ and using <code class="computeroutput">boost::math::acosh(x)</code> in
+ their code.
+ 
+
+ 
+
+ However, for large scale software development where compile times are significant,
+ and where the Boost libraries are already built and installed on the system,
+ then including <code class="computeroutput"><boost/math/tr1.hpp></code> and using <code class="computeroutput">boost::math::tr1::acosh(x)</code>
+ will speed up compile times, reduce object files sizes (since there are
+ no templates being instantiated any more), and also speed up debugging
+ runtimes - since the externally compiled libraries can be compiler optimised,
+ rather than built using full settings - the difference in performance between
+ <a class="link" href="../perf/getting_best.html" title="Getting the Best Performance from this Library">release and debug builds
+ can be as much as 20 times</a>, so for complex applications this can
+ be a big win.
+ 
+
+ <a name="math_toolkit.main_overview.tr1.supported_c99_functions"></a>
+ 
+<h5>
+<a name="id992552"></a>
+ <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.supported_c99_functions">Supported
+ C99 Functions</a>
+ </h5>
+
+ 
+
+ See also the <a class="link" href="../extern_c/c99.html" title="C99 C Functions">quick reference
+ guide for these functions</a>.
+ 
+
+
+
<pre class="programlisting">namespace boost{ namespace math{ namespace tr1{ extern "C"{

typedef unspecified float_t;
@@ -392,15 +438,23 @@

}}}} // namespaces
</pre>
-<a name="math_toolkit.main_overview.tr1.supported_tr1_functions"></a><h5>
-<a name="id886048"></a>
- <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.supported_tr1_functions">Supported
- TR1 Functions</a>
- </h5>

- See also the <a class="link" href="../extern_c/tr1.html" title="C99 and TR1 C Functions Overview">quick reference guide
- for these functions</a>.
- 
+ <a name="math_toolkit.main_overview.tr1.supported_tr1_functions"></a>
+ 
+<h5>
+<a name="id996312"></a>
+ <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.supported_tr1_functions">Supported
+ TR1 Functions</a>
+ </h5>
+
+ 
+
+ See also the <a class="link" href="../extern_c/tr1.html" title="C99 and TR1 C Functions Overview">quick reference
+ guide for these functions</a>.
+ 
+
+
+
<pre class="programlisting">namespace boost{ namespace math{ namespace tr1{ extern "C"{

// [5.2.1.1] associated Laguerre polynomials:
@@ -513,19 +567,27 @@
}}}} // namespaces
</pre>

- In addition sufficient additional overloads of the <code class="computeroutput">double</code>
- versions of the above functions are provided, so that calling the function
- with any mixture of <code class="computeroutput">float</code>,
- <code class="computeroutput">double</code>, <code class="computeroutput">long
- double</code>, or integer
- arguments is supported, with the return type determined by the <a class="link" href="result_type.html" title="Calculation of the Type of the Result">result
- type calculation rules</a>.
- 
-<a name="math_toolkit.main_overview.tr1.currently_unsupported_c99_functions"></a><h5>
-<a name="id890021"></a>
- <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.currently_unsupported_c99_functions">Currently
- Unsupported C99 Functions</a>
- </h5>
+ 
+
+ In addition sufficient additional overloads of the <code class="computeroutput">double</code>
+ versions of the above functions are provided, so that calling the function
+ with any mixture of <code class="computeroutput">float</code>,
+ <code class="computeroutput">double</code>, <code class="computeroutput">long
+ double</code>, or integer
+ arguments is supported, with the return type determined by the <a class="link" href="result_type.html" title="Calculation of the Type of the Result">result
+ type calculation rules</a>.
+ 
+
+ <a name="math_toolkit.main_overview.tr1.currently_unsupported_c99_functions"></a>
+ 
+<h5>
+<a name="id999193"></a>
+ <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.currently_unsupported_c99_functions">Currently
+ Unsupported C99 Functions</a>
+ </h5>
+
+
+
<pre class="programlisting">double exp2(double x);
float exp2f(float x);
long double exp2l(long double x);
@@ -586,11 +648,17 @@
float scalbnf(float x, int ex);
long double scalbnl(long double x, int ex);
</pre>
-<a name="math_toolkit.main_overview.tr1.currently_unsupported_tr1_functions"></a><h5>
-<a name="id891688"></a>
- <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.currently_unsupported_tr1_functions">Currently
- Unsupported TR1 Functions</a>
- </h5>
+
+ <a name="math_toolkit.main_overview.tr1.currently_unsupported_tr1_functions"></a>
+ 
+<h5>
+<a name="id1002516"></a>
+ <a class="link" href="tr1.html#math_toolkit.main_overview.tr1.currently_unsupported_tr1_functions">Currently
+ Unsupported TR1 Functions</a>
+ </h5>
+
+
+
<pre class="programlisting">// [5.2.1.7] confluent hypergeometric functions:
double conf_hyperg(double a, double c, double x);
float conf_hypergf(float a, float c, float x);
@@ -602,6 +670,8 @@
long double hypergl(long double a, long double b, long double c,
long double x);
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,18 +24,18 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.perf"></a><a class="link" href="perf.html" title="Performance">Performance</a>
+<a name="math_toolkit.perf"></a><a class="link" href="perf.html" title="Performance"> Performance</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>Performance Overview</dt>
-<dt>Interpreting these Results</dt>
-<dt><a href="perf/getting_best.html">Getting the Best Performance
+<dt> Performance Overview</dt>
+<dt> Interpreting these Results</dt>
+<dt><a href="perf/getting_best.html"> Getting the Best Performance
from this Library</a></dt>
-<dt>Comparing Compilers</dt>
-<dt>Performance Tuning Macros</dt>
-<dt><a href="perf/comparisons.html">Comparisons to Other Open
- Source Libraries</a></dt>
-<dt><a href="perf/perf_test_app.html">The Performance Test
+<dt> Comparing Compilers</dt>
+<dt> Performance Tuning Macros</dt>
+<dt><a href="perf/comparisons.html"> Comparisons to Other
+ Open Source Libraries</a></dt>
+<dt><a href="perf/perf_test_app.html"> The Performance Test
Application</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.comp_compilers"></a><a class="link" href="comp_compilers.html" title="Comparing Compilers">Comparing Compilers</a>
+<a name="math_toolkit.perf.comp_compilers"></a><a class="link" href="comp_compilers.html" title="Comparing Compilers"> Comparing Compilers</a>
</h3></div></div></div>

After a good choice of build settings the next most important thing you can

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.comparisons"></a><a class="link" href="comparisons.html" title="Comparisons to Other Open Source Libraries">Comparisons to Other Open
- Source Libraries</a>
+<a name="math_toolkit.perf.comparisons"></a><a class="link" href="comparisons.html" title="Comparisons to Other Open Source Libraries"> Comparisons to Other
+ Open Source Libraries</a>
</h3></div></div></div>

 We've run our performance tests both for our own code, and against other
@@ -46,7 +46,7 @@
 </td></tr>
</table></div>
<a name="math_toolkit.perf.comparisons.comparison_to_gsl_1_13_and_cephes"></a><h5>
-<a name="id1268020"></a>
+<a name="id1374234"></a>
 <a class="link" href="comparisons.html#math_toolkit.perf.comparisons.comparison_to_gsl_1_13_and_cephes">Comparison
 to GSL-1.13 and Cephes</a>
 </h5>
@@ -344,7 +344,7 @@
 </td>
<td>
 
- +INF [<a name="id1268577" href="#ftn.id1268577" class="footnote">1</a>]
+ +INF [<a name="id1374791" href="#ftn.id1374791" class="footnote">1</a>]
 
 </td>
</tr>
@@ -423,7 +423,7 @@
<td>
 
 
-17.89[<a name="id1268734" href="#ftn.id1268734" class="footnote">2</a>]
+17.89[<a name="id1374948" href="#ftn.id1374948" class="footnote">2</a>]
 
(4.248e-005s)

@@ -548,11 +548,11 @@
</tr>
</tbody>
<tbody class="footnotes"><tr><td colspan="4">
-<div class="footnote">[<a name="ftn.id1268577" href="#id1268577" class="para">1</a>] 
+<div class="footnote">[<a name="ftn.id1374791" href="#id1374791" class="para">1</a>] 
 Cephes gets stuck in an infinite loop while trying to execute
 our test cases.
 </div>
-<div class="footnote">[<a name="ftn.id1268734" href="#id1268734" class="para">2</a>] 
+<div class="footnote">[<a name="ftn.id1374948" href="#id1374948" class="para">2</a>] 
 The performance here is dominated by a few cases where the parameters
 grow very large: faster asymptotic expansions are available,
 but are of limited (or even frankly terrible) precision. The
@@ -563,7 +563,7 @@
</td></tr></tbody>
</table></div>
<a name="math_toolkit.perf.comparisons.comparison_to_the_r_and_dcdflib_statistical_libraries_on_windows"></a><h5>
-<a name="id1268978"></a>
+<a name="id1375192"></a>
 <a class="link" href="comparisons.html#math_toolkit.perf.comparisons.comparison_to_the_r_and_dcdflib_statistical_libraries_on_windows">Comparison
 to the R and DCDFLIB Statistical Libraries on Windows</a>
 </h5>
@@ -659,7 +659,7 @@
<td>
 
 
-67.66[<a name="id1269142" href="#ftn.id1269142" class="footnote">1</a>]
+67.66[<a name="id1375356" href="#ftn.id1375356" class="footnote">1</a>]
 
(3.366e-004s)

@@ -1088,7 +1088,7 @@
<td>
 
 
-3.60[<a name="id1269896" href="#ftn.id1269896" class="footnote">2</a>]
+3.60[<a name="id1376187" href="#ftn.id1376187" class="footnote">2</a>]
 
(5.987e-007s)

@@ -1317,7 +1317,7 @@
<td>
 
 
-43.43[<a name="id1270303" href="#ftn.id1270303" class="footnote">3</a>]
+43.43[<a name="id1376594" href="#ftn.id1376594" class="footnote">3</a>]
 
(3.732e-004s)

@@ -1387,7 +1387,7 @@
<td>
 
 
-393.90[<a name="id1270429" href="#ftn.id1270429" class="footnote">4</a>]
+393.90[<a name="id1376720" href="#ftn.id1376720" class="footnote">4</a>]
 
(2.673e-002s)

@@ -1523,7 +1523,7 @@
<td>
 
 
-1.00[<a name="id1270680" href="#ftn.id1270680" class="footnote">5</a>]
+1.00[<a name="id1376971" href="#ftn.id1376971" class="footnote">5</a>]
 
(4.411e-004s)

@@ -1809,28 +1809,28 @@
</tr>
</tbody>
<tbody class="footnotes"><tr><td colspan="4">
-<div class="footnote">[<a name="ftn.id1269142" href="#id1269142" class="para">1</a>] 
+<div class="footnote">[<a name="ftn.id1375356" href="#id1375356" class="para">1</a>] 
 There are a small number of our test cases where the R library
 fails to converge on a result: these tend to dominate the performance
 result.
 </div>
-<div class="footnote">[<a name="ftn.id1269896" href="#id1269896" class="para">2</a>] 
+<div class="footnote">[<a name="ftn.id1376187" href="#id1376187" class="para">2</a>] 
 This result is somewhat misleading: for small values of the parameters
 there is virtually no difference between the two libraries, but
 for large values the Boost implementation is much
 slower, albeit with much improved precision.
 </div>
-<div class="footnote">[<a name="ftn.id1270303" href="#id1270303" class="para">3</a>] 
+<div class="footnote">[<a name="ftn.id1376594" href="#id1376594" class="para">3</a>] 
 The R library appears to use a linear-search strategy, that can
 perform very badly in a small number of pathological cases, but
 may or may not be more efficient in "typical" cases
 </div>
-<div class="footnote">[<a name="ftn.id1270429" href="#id1270429" class="para">4</a>] 
+<div class="footnote">[<a name="ftn.id1376720" href="#id1376720" class="para">4</a>] 
 There are a small number of our test cases where the R library
 fails to converge on a result: these tend to dominate the performance
 result.
 </div>
-<div class="footnote">[<a name="ftn.id1270680" href="#id1270680" class="para">5</a>] 
+<div class="footnote">[<a name="ftn.id1376971" href="#id1376971" class="para">5</a>] 
 There are a small number of our test cases where the R library
 fails to converge on a result: these tend to dominate the performance
 result.
@@ -1839,7 +1839,7 @@
</table></div>
</div>
 <a name="math_toolkit.perf.comparisons.comparison_to_the_r_statistical_library_on_linux"></a><h5>
-<a name="id1271184"></a>
+<a name="id1377475"></a>
 <a class="link" href="comparisons.html#math_toolkit.perf.comparisons.comparison_to_the_r_statistical_library_on_linux">Comparison
 to the R Statistical Library on Linux</a>
 </h5>
@@ -1934,7 +1934,7 @@
<td>
 
 
-30.51[<a name="id1271350" href="#ftn.id1271350" class="footnote">1</a>]
+30.51[<a name="id1377640" href="#ftn.id1377640" class="footnote">1</a>]
 
(3.616e-004s)

@@ -2363,7 +2363,7 @@
<td>
 
 
-2.20[<a name="id1272101" href="#ftn.id1272101" class="footnote">2</a>]
+2.20[<a name="id1378529" href="#ftn.id1378529" class="footnote">2</a>]
 
(3.522e-007s)

@@ -2592,7 +2592,7 @@
<td>
 
 
-25.92[<a name="id1272510" href="#ftn.id1272510" class="footnote">3</a>]
+25.92[<a name="id1378938" href="#ftn.id1378938" class="footnote">3</a>]
 
(4.407e-004s)

@@ -2662,7 +2662,7 @@
<td>
 
 
-144.91[<a name="id1272636" href="#ftn.id1272636" class="footnote">4</a>]
+144.91[<a name="id1379064" href="#ftn.id1379064" class="footnote">4</a>]
 
(3.214e-002s)

@@ -2798,7 +2798,7 @@
<td>
 
 
-1.00[<a name="id1272882" href="#ftn.id1272882" class="footnote">5</a>]
+1.00[<a name="id1379310" href="#ftn.id1379310" class="footnote">5</a>]
 
(5.916e-004s)

@@ -3084,28 +3084,28 @@
</tr>
</tbody>
<tbody class="footnotes"><tr><td colspan="4">
-<div class="footnote">[<a name="ftn.id1271350" href="#id1271350" class="para">1</a>] 
+<div class="footnote">[<a name="ftn.id1377640" href="#id1377640" class="para">1</a>] 
 There are a small number of our test cases where the R library
 fails to converge on a result: these tend to dominate the performance
 result.
 </div>
-<div class="footnote">[<a name="ftn.id1272101" href="#id1272101" class="para">2</a>] 
+<div class="footnote">[<a name="ftn.id1378529" href="#id1378529" class="para">2</a>] 
 This result is somewhat misleading: for small values of the parameters
 there is virtually no difference between the two libraries, but
 for large values the Boost implementation is much
 slower, albeit with much improved precision.
 </div>
-<div class="footnote">[<a name="ftn.id1272510" href="#id1272510" class="para">3</a>] 
+<div class="footnote">[<a name="ftn.id1378938" href="#id1378938" class="para">3</a>] 
 The R library appears to use a linear-search strategy, that can
 perform very badly in a small number of pathological cases, but
 may or may not be more efficient in "typical" cases
 </div>
-<div class="footnote">[<a name="ftn.id1272636" href="#id1272636" class="para">4</a>] 
+<div class="footnote">[<a name="ftn.id1379064" href="#id1379064" class="para">4</a>] 
 There are a small number of our test cases where the R library
 fails to converge on a result: these tend to dominate the performance
 result.
 </div>
-<div class="footnote">[<a name="ftn.id1272882" href="#id1272882" class="para">5</a>] 
+<div class="footnote">[<a name="ftn.id1379310" href="#id1379310" class="para">5</a>] 
 There are a small number of our test cases where the R library
 fails to converge on a result: these tend to dominate the performance
 result.

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.getting_best"></a><a class="link" href="getting_best.html" title="Getting the Best Performance from this Library">Getting the Best Performance
+<a name="math_toolkit.perf.getting_best"></a><a class="link" href="getting_best.html" title="Getting the Best Performance from this Library"> Getting the Best Performance
from this Library</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/interp.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/interp.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/interp.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.interp"></a><a class="link" href="interp.html" title="Interpreting these Results">Interpreting these Results</a>
+<a name="math_toolkit.perf.interp"></a><a class="link" href="interp.html" title="Interpreting these Results"> Interpreting these Results</a>
</h3></div></div></div>

In all of the following tables, the best performing result in each row, is

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,44 +24,56 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.perf_over"></a><a class="link" href="perf_over.html" title="Performance Overview">Performance Overview</a>
+<a name="math_toolkit.perf.perf_over"></a><a class="link" href="perf_over.html" title="Performance Overview"> Performance Overview</a>
</h3></div></div></div>

- By and large the performance of this library should be acceptable for most
- needs. However, you should note that this library's primary emphasis is on
- accuracy and numerical stability, and not speed.
- 
+ 

- In terms of the algorithms used, this library aims to use the same "best
- of breed" algorithms as many other libraries: the principle difference
- is that this library is implemented in C++ - taking advantage of all the
- abstraction mechanisms that C++ offers - where as most traditional numeric
- libraries are implemented in C or FORTRAN. Traditionally languages such as
- C or FORTRAN are perceived as easier to optimise than more complex languages
- like C++, so in a sense this library provides a good test of current compiler
- technology, and the "abstraction penalty" - if any - of C++ compared
- to other languages.
- 
+ By and large the performance of this library should be acceptable for most
+ needs. However, you should note that this library's primary emphasis is
+ on accuracy and numerical stability, and not speed.
+ 

- The two most important things you can do to ensure the best performance from
- this library are:
- 
+ 
+
+ In terms of the algorithms used, this library aims to use the same "best
+ of breed" algorithms as many other libraries: the principle difference
+ is that this library is implemented in C++ - taking advantage of all the
+ abstraction mechanisms that C++ offers - where as most traditional numeric
+ libraries are implemented in C or FORTRAN. Traditionally languages such
+ as C or FORTRAN are perceived as easier to optimise than more complex languages
+ like C++, so in a sense this library provides a good test of current compiler
+ technology, and the "abstraction penalty" - if any - of C++ compared
+ to other languages.
+ 
+
+ 
+
+ The two most important things you can do to ensure the best performance
+ from this library are:
+ 
+
+ 
<div class="orderedlist"><ol type="1">
<li>
- Turn on your compilers optimisations: the difference between "release"
- and "debug" builds can easily be a <a class="link" href="getting_best.html" title="Getting the Best Performance from this Library">factor
- of 20</a>.
- </li>
+ Turn on your compilers optimisations: the difference between "release"
+ and "debug" builds can easily be a <a class="link" href="getting_best.html" title="Getting the Best Performance from this Library">factor
+ of 20</a>.
+ </li>
<li>
- Pick your compiler carefully: <a class="link" href="comp_compilers.html" title="Comparing Compilers">performance
- differences of up to 8 fold</a> have been found between some Windows
- compilers for example.
- </li>
+ Pick your compiler carefully: <a class="link" href="comp_compilers.html" title="Comparing Compilers">performance
+ differences of up to 8 fold</a> have been found between some Windows
+ compilers for example.
+ </li>
</ol></div>

- The <a class="link" href="../perf.html" title="Performance">performance section</a> contains
- more information on the performance of this library, what you can do to fine
- tune it, and how this library compares to some other open source alternatives.
+ 
+
+ The <a class="link" href="../perf.html" title="Performance">performance section</a> contains
+ more information on the performance of this library, what you can do to
+ fine tune it, and how this library compares to some other open source alternatives.
+ 
+

</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.perf_test_app"></a><a class="link" href="perf_test_app.html" title="The Performance Test Application">The Performance Test
+<a name="math_toolkit.perf.perf_test_app"></a><a class="link" href="perf_test_app.html" title="The Performance Test Application"> The Performance Test
Application</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/tuning.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/tuning.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/tuning.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.perf.tuning"></a><a class="link" href="tuning.html" title="Performance Tuning Macros">Performance Tuning Macros</a>
+<a name="math_toolkit.perf.tuning"></a><a class="link" href="tuning.html" title="Performance Tuning Macros"> Performance Tuning Macros</a>
</h3></div></div></div>

There are a small number of performance tuning options that are determined

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,53 +24,55 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.policy"></a><a class="link" href="policy.html" title="Policies">Policies</a>
+<a name="math_toolkit.policy"></a><a class="link" href="policy.html" title="Policies"> Policies</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>Policy Overview</dt>
-<dt>Policy Tutorial</dt>
+<dt> Policy Overview</dt>
+<dt> Policy Tutorial</dt>
<dd><dl>
-<dt><a href="policy/pol_tutorial/what_is_a_policy.html">So
- Just What is a Policy Anyway?</a></dt>
-<dt><a href="policy/pol_tutorial/policy_tut_defaults.html">Policies
- Have Sensible Defaults</a></dt>
-<dt><a href="policy/pol_tutorial/policy_usage.html">So How
- are Policies Used Anyway?</a></dt>
-<dt><a href="policy/pol_tutorial/changing_policy_defaults.html">Changing
- the Policy Defaults</a></dt>
-<dt><a href="policy/pol_tutorial/ad_hoc_dist_policies.html">Setting
- Policies for Distributions on an Ad Hoc Basis</a></dt>
-<dt><a href="policy/pol_tutorial/ad_hoc_sf_policies.html">Changing
- the Policy on an Ad Hoc Basis for the Special Functions</a></dt>
-<dt><a href="policy/pol_tutorial/namespace_policies.html">Setting
- Policies at Namespace or Translation Unit Scope</a></dt>
-<dt><a href="policy/pol_tutorial/user_def_err_pol.html">Calling
- User Defined Error Handlers</a></dt>
-<dt><a href="policy/pol_tutorial/understand_dis_quant.html">Understanding
- Quantiles of Discrete Distributions</a></dt>
+<dt><a href="policy/pol_tutorial/what_is_a_policy.html">
+ So Just What is a Policy Anyway?</a></dt>
+<dt><a href="policy/pol_tutorial/policy_tut_defaults.html">
+ Policies Have Sensible Defaults</a></dt>
+<dt><a href="policy/pol_tutorial/policy_usage.html"> So
+ How are Policies Used Anyway?</a></dt>
+<dt><a href="policy/pol_tutorial/changing_policy_defaults.html">
+ Changing the Policy Defaults</a></dt>
+<dt><a href="policy/pol_tutorial/ad_hoc_dist_policies.html">
+ Setting Policies for Distributions on an Ad Hoc Basis</a></dt>
+<dt><a href="policy/pol_tutorial/ad_hoc_sf_policies.html">
+ Changing the Policy on an Ad Hoc Basis for the Special Functions</a></dt>
+<dt><a href="policy/pol_tutorial/namespace_policies.html">
+ Setting Policies at Namespace or Translation Unit Scope</a></dt>
+<dt><a href="policy/pol_tutorial/user_def_err_pol.html">
+ Calling User Defined Error Handlers</a></dt>
+<dt><a href="policy/pol_tutorial/understand_dis_quant.html">
+ Understanding Quantiles of Discrete Distributions</a></dt>
</dl></dd>
-<dt>Policy Reference</dt>
+<dt> Policy Reference</dt>
<dd><dl>
-<dt><a href="policy/pol_ref/error_handling_policies.html">Error
- Handling Policies</a></dt>
-<dt><a href="policy/pol_ref/internal_promotion.html">Internal
+<dt><a href="policy/pol_ref/error_handling_policies.html">
+ Error Handling Policies</a></dt>
+<dt><a href="policy/pol_ref/internal_promotion.html"> Internal
 Floating-point Promotion Policies</a></dt>
-<dt><a href="policy/pol_ref/assert_undefined.html">Mathematically
+<dt><a href="policy/pol_ref/assert_undefined.html"> Mathematically
 Undefined Function Policies</a></dt>
-<dt><a href="policy/pol_ref/discrete_quant_ref.html">Discrete
+<dt><a href="policy/pol_ref/discrete_quant_ref.html"> Discrete
 Quantile Policies</a></dt>
-<dt><a href="policy/pol_ref/precision_pol.html">Precision
+<dt><a href="policy/pol_ref/precision_pol.html"> Precision
 Policies</a></dt>
-<dt><a href="policy/pol_ref/iteration_pol.html">Iteration
+<dt><a href="policy/pol_ref/iteration_pol.html"> Iteration
 Limits Policies</a></dt>
-<dt><a href="policy/pol_ref/policy_defaults.html">Using
+<dt><a href="policy/pol_ref/policy_defaults.html"> Using
 Macros to Change the Policy Defaults</a></dt>
-<dt><a href="policy/pol_ref/namespace_pol.html">Setting
+<dt><a href="policy/pol_ref/namespace_pol.html"> Setting
 Polices at Namespace Scope</a></dt>
-<dt><a href="policy/pol_ref/pol_ref_ref.html">Policy Class
+<dt><a href="policy/pol_ref/pol_ref_ref.html"> Policy Class
 Reference</a></dt>
</dl></dd>
</dl></div>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,81 +24,99 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.policy.pol_overview"></a><a class="link" href="pol_overview.html" title="Policy Overview">Policy Overview</a>
+<a name="math_toolkit.policy.pol_overview"></a><a class="link" href="pol_overview.html" title="Policy Overview"> Policy Overview</a>
</h3></div></div></div>

- Policies are a powerful fine-grain mechanism that allow you to customise
- the behaviour of this library according to your needs. There is more information
- available in the <a class="link" href="pol_tutorial.html" title="Policy Tutorial">policy
- tutorial</a> and the <a class="link" href="pol_ref.html" title="Policy Reference">policy
- reference</a>.
- 
+ 

- Generally speaking, unless you find that the <a class="link" href="pol_tutorial/policy_tut_defaults.html" title="Policies Have Sensible Defaults">default
- policy behaviour</a> when encountering 'bad' argument values does not
- meet your needs, you should not need to worry about policies.
- 
+ Policies are a powerful fine-grain mechanism that allow you to customise
+ the behaviour of this library according to your needs. There is more information
+ available in the <a class="link" href="pol_tutorial.html" title="Policy Tutorial">policy
+ tutorial</a> and the <a class="link" href="pol_ref.html" title="Policy Reference">policy
+ reference</a>.
+ 

- Policies are a compile-time mechanism that allow you to change error-handling
- or calculation precision either program wide, or at the call site.
- 
+ 

- Although the policy mechanism itself is rather complicated, in practice it
- is easy to use, and very flexible.
- 
+ Generally speaking, unless you find that the <a class="link" href="pol_tutorial/policy_tut_defaults.html" title="Policies Have Sensible Defaults">default
+ policy behaviour</a> when encountering 'bad' argument values does not
+ meet your needs, you should not need to worry about policies.
+ 

- Using policies you can control:
- 
+ 
+
+ Policies are a compile-time mechanism that allow you to change error-handling
+ or calculation precision either program wide, or at the call site.
+ 
+
+ 
+
+ Although the policy mechanism itself is rather complicated, in practice
+ it is easy to use, and very flexible.
+ 
+
+ 
+
+ Using policies you can control:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- <a class="link" href="pol_ref/error_handling_policies.html" title="Error Handling Policies">How
- results from 'bad' arguments are handled</a>, including those that
- cannot be fully evaluated.
- </li>
-<li>
- How <a class="link" href="pol_ref/internal_promotion.html" title="Internal Floating-point Promotion Policies">accuracy
- is controlled by internal promotion</a> to use more precise types.
- </li>
-<li>
- What working <a class="link" href="pol_ref/precision_pol.html" title="Precision Policies">precision</a>
- should be used to calculate results.
- </li>
-<li>
- What to do when a <a class="link" href="pol_ref/assert_undefined.html" title="Mathematically Undefined Function Policies">mathematically
- undefined function</a> is used: Should this raise a run-time or compile-time
- error?
- </li>
-<li>
- Whether <a class="link" href="pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
- functions</a>, like the binomial, should return real or only integral
- values, and how they are rounded.
- </li>
-<li>
- How many iterations a special function is permitted to perform in a series
- evaluation or root finding algorithm before it gives up and raises an
- <a class="link" href="../main_overview/error_handling.html#evaluation_error">evaluation_error</a>.
- </li>
+ <a class="link" href="pol_ref/error_handling_policies.html" title="Error Handling Policies">How
+ results from 'bad' arguments are handled</a>, including those that
+ cannot be fully evaluated.
+ </li>
+<li>
+ How <a class="link" href="pol_ref/internal_promotion.html" title="Internal Floating-point Promotion Policies">accuracy
+ is controlled by internal promotion</a> to use more precise types.
+ </li>
+<li>
+ What working <a class="link" href="pol_ref/precision_pol.html" title="Precision Policies">precision</a>
+ should be used to calculate results.
+ </li>
+<li>
+ What to do when a <a class="link" href="pol_ref/assert_undefined.html" title="Mathematically Undefined Function Policies">mathematically
+ undefined function</a> is used: Should this raise a run-time or
+ compile-time error?
+ </li>
+<li>
+ Whether <a class="link" href="pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
+ functions</a>, like the binomial, should return real or only integral
+ values, and how they are rounded.
+ </li>
+<li>
+ How many iterations a special function is permitted to perform in a
+ series evaluation or root finding algorithm before it gives up and
+ raises an <a class="link" href="../main_overview/error_handling.html#evaluation_error">evaluation_error</a>.
+ </li>
</ul></div>

- You can control policies:
- 
+ 
+
+ You can control policies:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Using <a class="link" href="pol_ref/policy_defaults.html" title="Using Macros to Change the Policy Defaults">macros</a>
- to change any default policy: the is the prefered method for installation
- wide policies.
- </li>
-<li>
- At your chosen <a class="link" href="pol_ref/namespace_pol.html" title="Setting Polices at Namespace Scope">namespace
- scope</a> for distributions and/or functions: this is the prefered
- method for project, namespace, or translation unit scope policies.
- </li>
-<li>
- In an ad-hoc manner <a class="link" href="pol_tutorial/ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">by
- passing a specific policy to a special function</a>, or to a <a class="link" href="pol_tutorial/ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">statistical
- distribution</a>.
- </li>
+ Using <a class="link" href="pol_ref/policy_defaults.html" title="Using Macros to Change the Policy Defaults">macros</a>
+ to change any default policy: the is the prefered method for installation
+ wide policies.
+ </li>
+<li>
+ At your chosen <a class="link" href="pol_ref/namespace_pol.html" title="Setting Polices at Namespace Scope">namespace
+ scope</a> for distributions and/or functions: this is the prefered
+ method for project, namespace, or translation unit scope policies.
+ </li>
+<li>
+ In an ad-hoc manner <a class="link" href="pol_tutorial/ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">by
+ passing a specific policy to a special function</a>, or to a <a class="link" href="pol_tutorial/ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">statistical
+ distribution</a>.
+ </li>
</ul></div>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,26 +24,26 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.policy.pol_ref"></a><a class="link" href="pol_ref.html" title="Policy Reference">Policy Reference</a>
+<a name="math_toolkit.policy.pol_ref"></a><a class="link" href="pol_ref.html" title="Policy Reference"> Policy Reference</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="pol_ref/error_handling_policies.html">Error
- Handling Policies</a></dt>
-<dt><a href="pol_ref/internal_promotion.html">Internal
+<dt><a href="pol_ref/error_handling_policies.html">
+ Error Handling Policies</a></dt>
+<dt><a href="pol_ref/internal_promotion.html"> Internal
 Floating-point Promotion Policies</a></dt>
-<dt><a href="pol_ref/assert_undefined.html">Mathematically
+<dt><a href="pol_ref/assert_undefined.html"> Mathematically
 Undefined Function Policies</a></dt>
-<dt><a href="pol_ref/discrete_quant_ref.html">Discrete
+<dt><a href="pol_ref/discrete_quant_ref.html"> Discrete
 Quantile Policies</a></dt>
-<dt><a href="pol_ref/precision_pol.html">Precision
+<dt><a href="pol_ref/precision_pol.html"> Precision
 Policies</a></dt>
-<dt><a href="pol_ref/iteration_pol.html">Iteration
+<dt><a href="pol_ref/iteration_pol.html"> Iteration
 Limits Policies</a></dt>
-<dt><a href="pol_ref/policy_defaults.html">Using
+<dt><a href="pol_ref/policy_defaults.html"> Using
 Macros to Change the Policy Defaults</a></dt>
-<dt><a href="pol_ref/namespace_pol.html">Setting
+<dt><a href="pol_ref/namespace_pol.html"> Setting
 Polices at Namespace Scope</a></dt>
-<dt><a href="pol_ref/pol_ref_ref.html">Policy Class
+<dt><a href="pol_ref/pol_ref_ref.html"> Policy Class
 Reference</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.assert_undefined"></a><a class="link" href="assert_undefined.html" title="Mathematically Undefined Function Policies">Mathematically
+<a name="math_toolkit.policy.pol_ref.assert_undefined"></a><a class="link" href="assert_undefined.html" title="Mathematically Undefined Function Policies"> Mathematically
Undefined Function Policies</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.discrete_quant_ref"></a><a class="link" href="discrete_quant_ref.html" title="Discrete Quantile Policies">Discrete
+<a name="math_toolkit.policy.pol_ref.discrete_quant_ref"></a><a class="link" href="discrete_quant_ref.html" title="Discrete Quantile Policies"> Discrete
 Quantile Policies</a>
</h4></div></div></div>

@@ -55,7 +55,7 @@
 can take have the following meanings:
 
<a name="math_toolkit.policy.pol_ref.discrete_quant_ref.real"></a><h6>
-<a name="id1254210"></a>
+<a name="id1357847"></a>
 <a class="link" href="discrete_quant_ref.html#math_toolkit.policy.pol_ref.discrete_quant_ref.real">real</a>
 </h6>

@@ -63,7 +63,9 @@
 result. For example:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp>
using boost::math::negative_binomial_distribution;
@@ -82,6 +84,8 @@

</pre>

+ 
+
 

 Results in <code class="computeroutput">x =
@@ -89,7 +93,7 @@
 = 68.1584</code>.
 
<a name="math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_outwards"></a><h6>
-<a name="id1254562"></a>
+<a name="id1358485"></a>
 <a class="link" href="discrete_quant_ref.html#math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_outwards">integer_round_outwards</a>
 </h6>

@@ -111,7 +115,9 @@
 the requested coverage. For example:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp>
using boost::math::negative_binomial;
@@ -124,6 +130,8 @@

</pre>

+ 
+
 

 Results in <code class="computeroutput">x =
@@ -143,7 +151,7 @@
 in each tail.
 
<a name="math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_inwards"></a><h6>
-<a name="id1254959"></a>
+<a name="id1358885"></a>
 <a class="link" href="discrete_quant_ref.html#math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_inwards">integer_round_inwards</a>
 </h6>

@@ -164,7 +172,9 @@
 For example:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp>
using boost::math::negative_binomial_distribution;
@@ -183,6 +193,8 @@

</pre>

+ 
+
 

 Results in <code class="computeroutput">x =
@@ -202,7 +214,7 @@
 in each tail.
 
<a name="math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_down"></a><h6>
-<a name="id1255452"></a>
+<a name="id1359382"></a>
 <a class="link" href="discrete_quant_ref.html#math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_down">integer_round_down</a>
 </h6>

@@ -210,7 +222,7 @@
 or a lower quantile.
 
<a name="math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_up"></a><h6>
-<a name="id1255471"></a>
+<a name="id1359401"></a>
 <a class="link" href="discrete_quant_ref.html#math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_up">integer_round_up</a>
 </h6>

@@ -218,7 +230,7 @@
 a lower quantile.
 
<a name="math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_nearest"></a><h6>
-<a name="id1255490"></a>
+<a name="id1359421"></a>
 <a class="link" href="discrete_quant_ref.html#math_toolkit.policy.pol_ref.discrete_quant_ref.integer_round_nearest">integer_round_nearest</a>
 </h6>

@@ -232,7 +244,9 @@
 For example:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/negative_binomial.hpp>
using boost::math::negative_binomial_distribution;
@@ -251,6 +265,8 @@

</pre>

+ 
+
 

 Results in <code class="computeroutput">x =

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.error_handling_policies"></a><a class="link" href="error_handling_policies.html" title="Error Handling Policies">Error
- Handling Policies</a>
+<a name="math_toolkit.policy.pol_ref.error_handling_policies"></a><a class="link" href="error_handling_policies.html" title="Error Handling Policies">
+ Error Handling Policies</a>
</h4></div></div></div>

 There are two orthogonal aspects to error handling:
@@ -39,7 +39,7 @@
 </li>
</ul></div>
<a name="math_toolkit.policy.pol_ref.error_handling_policies.available_actions_when_an_error_is_raised"></a><h5>
-<a name="id1245938"></a>
+<a name="id1351353"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.available_actions_when_an_error_is_raised">Available
 Actions When an Error is Raised</a>
 </h5>
@@ -62,7 +62,7 @@
 The various enumerated values have the following meanings:
 
<a name="math_toolkit.policy.pol_ref.error_handling_policies.throw_on_error"></a><h6>
-<a name="id1249582"></a>
+<a name="id1351535"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.throw_on_error">throw_on_error</a>
 </h6>

@@ -174,7 +174,7 @@
</tbody>
</table></div>
<a name="math_toolkit.policy.pol_ref.error_handling_policies.errno_on_error"></a><h6>
-<a name="id1249768"></a>
+<a name="id1351721"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.errno_on_error">errno_on_error</a>
 </h6>

@@ -289,7 +289,7 @@
</tbody>
</table></div>
<a name="math_toolkit.policy.pol_ref.error_handling_policies.ignore_error"></a><h6>
-<a name="id1249971"></a>
+<a name="id1351923"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.ignore_error">ignore_error</a>
 </h6>

@@ -402,7 +402,7 @@
</tbody>
</table></div>
<a name="math_toolkit.policy.pol_ref.error_handling_policies.user_error"></a><h6>
-<a name="id1250164"></a>
+<a name="id1352688"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.user_error">user_error</a>
 </h6>

@@ -451,7 +451,7 @@
 here</a>.
 
<a name="math_toolkit.policy.pol_ref.error_handling_policies.kinds_of_error_raised"></a><h5>
-<a name="id1251054"></a>
+<a name="id1353579"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.kinds_of_error_raised">Kinds
 of Error Raised</a>
 </h5>
@@ -691,7 +691,7 @@
</tbody>
</table></div>
<a name="math_toolkit.policy.pol_ref.error_handling_policies.examples"></a><h5>
-<a name="id1251896"></a>
+<a name="id1354420"></a>
 <a class="link" href="error_handling_policies.html#math_toolkit.policy.pol_ref.error_handling_policies.examples">Examples</a>
 </h5>

@@ -700,7 +700,9 @@
 we can achieve this at the call site using:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>
using boost::math::tgamma;
@@ -738,13 +740,17 @@
 );
</pre>

+ 
+
 

 Suppose we want a statistical distribution to return infinities, rather
 than throw exceptions, then we can use:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp>
using boost::math::normal_distribution;
@@ -765,6 +771,8 @@

</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.internal_promotion"></a><a class="link" href="internal_promotion.html" title="Internal Floating-point Promotion Policies">Internal
+<a name="math_toolkit.policy.pol_ref.internal_promotion"></a><a class="link" href="internal_promotion.html" title="Internal Floating-point Promotion Policies"> Internal
 Floating-point Promotion Policies</a>
</h4></div></div></div>

@@ -85,7 +85,7 @@
</tbody>
</table></div>
<a name="math_toolkit.policy.pol_ref.internal_promotion.examples"></a><h5>
-<a name="id1253086"></a>
+<a name="id1356717"></a>
 <a class="link" href="internal_promotion.html#math_toolkit.policy.pol_ref.internal_promotion.examples">Examples</a>
 </h5>

@@ -94,7 +94,9 @@
 double</code>, then we could use:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>

@@ -115,13 +117,17 @@

</pre>

+ 
+
 

 Alternatively, suppose we want a distribution to perform calculations without
 promoting <code class="computeroutput">float</code> to <code class="computeroutput">double</code>, then we could use:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp>
using boost::math::normal_distribution;
@@ -141,6 +147,8 @@

</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.iteration_pol"></a><a class="link" href="iteration_pol.html" title="Iteration Limits Policies">Iteration
+<a name="math_toolkit.policy.pol_ref.iteration_pol"></a><a class="link" href="iteration_pol.html" title="Iteration Limits Policies"> Iteration
Limits Policies</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.namespace_pol"></a><a class="link" href="namespace_pol.html" title="Setting Polices at Namespace Scope">Setting
+<a name="math_toolkit.policy.pol_ref.namespace_pol"></a><a class="link" href="namespace_pol.html" title="Setting Polices at Namespace Scope"> Setting
 Polices at Namespace Scope</a>
</h4></div></div></div>

@@ -45,7 +45,9 @@
 or distribution header. For example:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>
//using boost::math::tgamma;
@@ -72,6 +74,8 @@

</pre>

+ 
+
 

 In this example, using BOOST_MATH_DECLARE_SPECIAL_FUNCTIONS results in
@@ -95,7 +99,9 @@
 to specify the floating-point type to use:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/cauchy.hpp>

@@ -138,6 +144,8 @@

</pre>

+ 
+
 

 In this example the result of BOOST_MATH_DECLARE_DISTRIBUTIONS is to declare

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.pol_ref_ref"></a><a class="link" href="pol_ref_ref.html" title="Policy Class Reference">Policy Class
+<a name="math_toolkit.policy.pol_ref.pol_ref_ref"></a><a class="link" href="pol_ref_ref.html" title="Policy Class Reference"> Policy Class
Reference</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.policy_defaults"></a><a class="link" href="policy_defaults.html" title="Using Macros to Change the Policy Defaults">Using
+<a name="math_toolkit.policy.pol_ref.policy_defaults"></a><a class="link" href="policy_defaults.html" title="Using Macros to Change the Policy Defaults"> Using
 Macros to Change the Policy Defaults</a>
</h4></div></div></div>

@@ -61,7 +61,7 @@
 then you can do so by defining various macros in boost/math/tools/user.hpp.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_domain_error_policy"></a><h6>
-<a name="id1256841"></a>
+<a name="id1361332"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_domain_error_policy">BOOST_MATH_DOMAIN_ERROR_POLICY</a>
 </h6>

@@ -71,7 +71,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_pole_error_policy"></a><h6>
-<a name="id1256894"></a>
+<a name="id1361384"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_pole_error_policy">BOOST_MATH_POLE_ERROR_POLICY</a>
 </h6>

@@ -81,7 +81,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_overflow_error_policy"></a><h6>
-<a name="id1256947"></a>
+<a name="id1361437"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_overflow_error_policy">BOOST_MATH_OVERFLOW_ERROR_POLICY</a>
 </h6>

@@ -91,7 +91,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_rounding_error_policy"></a><h6>
-<a name="id1256999"></a>
+<a name="id1361490"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_rounding_error_policy">BOOST_MATH_ROUNDING_ERROR_POLICY</a>
 </h6>

@@ -101,7 +101,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_evaluation_error_policy"></a><h6>
-<a name="id1257052"></a>
+<a name="id1361543"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_evaluation_error_policy">BOOST_MATH_EVALUATION_ERROR_POLICY</a>
 </h6>

@@ -111,7 +111,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_underflow_error_policy"></a><h6>
-<a name="id1257105"></a>
+<a name="id1361596"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_underflow_error_policy">BOOST_MATH_UNDERFLOW_ERROR_POLICY</a>
 </h6>

@@ -121,7 +121,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_denorm_error_policy"></a><h6>
-<a name="id1257158"></a>
+<a name="id1361648"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_denorm_error_policy">BOOST_MATH_DENORM_ERROR_POLICY</a>
 </h6>

@@ -131,7 +131,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_indeterminate_result_error_policy"></a><h6>
-<a name="id1257211"></a>
+<a name="id1361701"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_indeterminate_result_error_policy">BOOST_MATH_INDETERMINATE_RESULT_ERROR_POLICY</a>
 </h6>

@@ -142,7 +142,7 @@
 <code class="computeroutput">ignore_error</code> or <code class="computeroutput">user_error</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_digits10_policy"></a><h6>
-<a name="id1257263"></a>
+<a name="id1361754"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_digits10_policy">BOOST_MATH_DIGITS10_POLICY</a>
 </h6>

@@ -153,7 +153,7 @@
 recommended that you change this from the default.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_promote_float_policy"></a><h6>
-<a name="id1257287"></a>
+<a name="id1361778"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_promote_float_policy">BOOST_MATH_PROMOTE_FLOAT_POLICY</a>
 </h6>

@@ -165,7 +165,7 @@
 off.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_promote_double_policy"></a><h6>
-<a name="id1257340"></a>
+<a name="id1361831"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_promote_double_policy">BOOST_MATH_PROMOTE_DOUBLE_POLICY</a>
 </h6>

@@ -177,7 +177,7 @@
 off.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_discrete_quantile_policy"></a><h6>
-<a name="id1257398"></a>
+<a name="id1361888"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_discrete_quantile_policy">BOOST_MATH_DISCRETE_QUANTILE_POLICY</a>
 </h6>

@@ -188,7 +188,7 @@
 Defaults to <code class="computeroutput">integer_round_outwards</code>.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_assert_undefined_policy"></a><h6>
-<a name="id1257465"></a>
+<a name="id1361956"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_assert_undefined_policy">BOOST_MATH_ASSERT_UNDEFINED_POLICY</a>
 </h6>

@@ -201,7 +201,7 @@
 whether or not a particular property is well defined.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_max_series_iteration_policy"></a><h6>
-<a name="id1257496"></a>
+<a name="id1361987"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_max_series_iteration_policy">BOOST_MATH_MAX_SERIES_ITERATION_POLICY</a>
 </h6>

@@ -210,7 +210,7 @@
 Defaults to 1000000.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.boost_math_max_root_iteration_policy"></a><h6>
-<a name="id1257518"></a>
+<a name="id1362008"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.boost_math_max_root_iteration_policy">BOOST_MATH_MAX_ROOT_ITERATION_POLICY</a>
 </h6>

@@ -219,7 +219,7 @@
 Defaults to 200.
 
<a name="math_toolkit.policy.pol_ref.policy_defaults.example"></a><h6>
-<a name="id1257539"></a>
+<a name="id1362030"></a>
 <a class="link" href="policy_defaults.html#math_toolkit.policy.pol_ref.policy_defaults.example">Example</a>
 </h6>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_ref.precision_pol"></a><a class="link" href="precision_pol.html" title="Precision Policies">Precision
+<a name="math_toolkit.policy.pol_ref.precision_pol"></a><a class="link" href="precision_pol.html" title="Precision Policies"> Precision
 Policies</a>
</h4></div></div></div>

@@ -60,7 +60,9 @@
 to approximately 5 decimal digits using:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>
using boost::math::tgamma;
@@ -71,12 +73,16 @@
// to calculate tgamma to accuracy of approximately 5 decimal digits.
</pre>

+ 
+
 

 Or again using helper function <code class="computeroutput">make_policy</code>:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>
using boost::math::tgamma;
@@ -87,12 +93,16 @@

</pre>

+ 
+
 

 And for a quantile of a distribution to approximately 25-bit precision:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/normal.hpp>
using boost::math::normal_distribution;
@@ -107,6 +117,8 @@

</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,27 +24,27 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.policy.pol_tutorial"></a><a class="link" href="pol_tutorial.html" title="Policy Tutorial">Policy Tutorial</a>
+<a name="math_toolkit.policy.pol_tutorial"></a><a class="link" href="pol_tutorial.html" title="Policy Tutorial"> Policy Tutorial</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="pol_tutorial/what_is_a_policy.html">So
- Just What is a Policy Anyway?</a></dt>
-<dt><a href="pol_tutorial/policy_tut_defaults.html">Policies
- Have Sensible Defaults</a></dt>
-<dt><a href="pol_tutorial/policy_usage.html">So How
- are Policies Used Anyway?</a></dt>
-<dt><a href="pol_tutorial/changing_policy_defaults.html">Changing
- the Policy Defaults</a></dt>
-<dt><a href="pol_tutorial/ad_hoc_dist_policies.html">Setting
- Policies for Distributions on an Ad Hoc Basis</a></dt>
-<dt><a href="pol_tutorial/ad_hoc_sf_policies.html">Changing
- the Policy on an Ad Hoc Basis for the Special Functions</a></dt>
-<dt><a href="pol_tutorial/namespace_policies.html">Setting
- Policies at Namespace or Translation Unit Scope</a></dt>
-<dt><a href="pol_tutorial/user_def_err_pol.html">Calling
- User Defined Error Handlers</a></dt>
-<dt><a href="pol_tutorial/understand_dis_quant.html">Understanding
- Quantiles of Discrete Distributions</a></dt>
+<dt><a href="pol_tutorial/what_is_a_policy.html">
+ So Just What is a Policy Anyway?</a></dt>
+<dt><a href="pol_tutorial/policy_tut_defaults.html">
+ Policies Have Sensible Defaults</a></dt>
+<dt><a href="pol_tutorial/policy_usage.html"> So
+ How are Policies Used Anyway?</a></dt>
+<dt><a href="pol_tutorial/changing_policy_defaults.html">
+ Changing the Policy Defaults</a></dt>
+<dt><a href="pol_tutorial/ad_hoc_dist_policies.html">
+ Setting Policies for Distributions on an Ad Hoc Basis</a></dt>
+<dt><a href="pol_tutorial/ad_hoc_sf_policies.html">
+ Changing the Policy on an Ad Hoc Basis for the Special Functions</a></dt>
+<dt><a href="pol_tutorial/namespace_policies.html">
+ Setting Policies at Namespace or Translation Unit Scope</a></dt>
+<dt><a href="pol_tutorial/user_def_err_pol.html">
+ Calling User Defined Error Handlers</a></dt>
+<dt><a href="pol_tutorial/understand_dis_quant.html">
+ Understanding Quantiles of Discrete Distributions</a></dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.ad_hoc_dist_policies"></a><a class="link" href="ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">Setting
- Policies for Distributions on an Ad Hoc Basis</a>
+<a name="math_toolkit.policy.pol_tutorial.ad_hoc_dist_policies"></a><a class="link" href="ad_hoc_dist_policies.html" title="Setting Policies for Distributions on an Ad Hoc Basis">
+ Setting Policies for Distributions on an Ad Hoc Basis</a>
</h4></div></div></div>

 All of the statistical distributions in this library are class templates
@@ -55,7 +55,9 @@
 then here's how it can be done:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions/binomial.hpp>
using boost::math::binomial_distribution;
@@ -87,6 +89,8 @@

</pre>

+ 
+
 

 Which outputs:

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.ad_hoc_sf_policies"></a><a class="link" href="ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">Changing
- the Policy on an Ad Hoc Basis for the Special Functions</a>
+<a name="math_toolkit.policy.pol_tutorial.ad_hoc_sf_policies"></a><a class="link" href="ad_hoc_sf_policies.html" title="Changing the Policy on an Ad Hoc Basis for the Special Functions">
+ Changing the Policy on an Ad Hoc Basis for the Special Functions</a>
</h4></div></div></div>

 All of the special functions in this library come in two overloaded forms,
@@ -59,7 +59,9 @@
 throw an exception:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>
using boost::math::tgamma;
@@ -105,6 +107,8 @@

</pre>

+ 
+
 

 which outputs:
@@ -120,7 +124,9 @@
 so is probably only preferred when a policy is going to be used once only:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions/gamma.hpp>
using boost::math::tgamma;
@@ -165,6 +171,8 @@

</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.changing_policy_defaults"></a><a class="link" href="changing_policy_defaults.html" title="Changing the Policy Defaults">Changing
- the Policy Defaults</a>
+<a name="math_toolkit.policy.pol_tutorial.changing_policy_defaults"></a><a class="link" href="changing_policy_defaults.html" title="Changing the Policy Defaults">
+ Changing the Policy Defaults</a>
</h4></div></div></div>

 The default policies used by the library are changed by the usual configuration
@@ -129,43 +129,69 @@
 unit only: don't say that you weren't warned!
 

- The following example demonstrates the effect of setting the macro BOOST_MATH_DOMAIN_ERROR_POLICY
- when an invalid argument is encountered. For the purposes of this example,
- we'll pass a negative degrees of freedom parameter to the student's t distribution.
- 
+ 

- Since we know that this is a single file program we could just add:
- 
+ The following example demonstrates the effect of setting the macro BOOST_MATH_DOMAIN_ERROR_POLICY
+ when an invalid argument is encountered. For the purposes of this example,
+ we'll pass a negative degrees of freedom parameter to the student's t
+ distribution.
+ 
+
+ 
+
+ Since we know that this is a single file program we could just add:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY ignore_error
</pre>

- to the top of the source file to change the default policy to one that
- simply returns a NaN when a domain error occurs. Alternatively we could
- use:
- 
+ 
+
+ to the top of the source file to change the default policy to one that
+ simply returns a NaN when a domain error occurs. Alternatively we could
+ use:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY errno_on_error
</pre>

- To ensure the <code class="computeroutput">::errno</code>
- is set when a domain error occurs as well as returning a NaN.
- 
+ 

- This is safe provided the program consists of a single translation unit
- and we place the define before
- any #includes. Note that should we add the define after the includes then
- it will have no effect! A warning such as:
- 
-<pre class="programlisting">warning C4005: 'BOOST_MATH_OVERFLOW_ERROR_POLICY' : macro redefinition</pre>
+ To ensure the <code class="computeroutput">::errno</code>
+ is set when a domain error occurs as well as returning a NaN.
+ 

- is a certain sign that it will not have the desired
- effect.
- 
+ 

- We'll begin our sample program with the needed includes:
- 
+ This is safe provided the program consists of a single translation unit
+ and we place the define before
+ any #includes. Note that should we add the define after the includes
+ then it will have no effect! A warning such as:
+ 



+<pre class="programlisting">warning C4005: 'BOOST_MATH_OVERFLOW_ERROR_POLICY' : macro redefinition</pre>
+
+ 
+
+ is a certain sign that it will not have the desired
+ effect.
+ 
+
+ 
+
+ We'll begin our sample program with the needed includes:
+ 
+
+ 
+
+
+
<pre class="programlisting">// Boost
#include <boost/math/distributions/students_t.hpp>
 using boost::math::students_t; // Probability of students_t(df, t).
@@ -181,14 +207,18 @@
#include <cstddef>
 // using ::errno</pre>

- 
+ 

- Next we'll define the program's main() to call the student's t distribution
- with an invalid degrees of freedom parameter, the program is set up to
- handle either an exception or a NaN:
- 
+ 

-
+ Next we'll define the program's main() to call the student's t distribution
+ with an invalid degrees of freedom parameter, the program is set up to
+ handle either an exception or a NaN:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -224,11 +254,16 @@
 return 0;
} // int main()</pre>

- 
+ 

- Here's what the program output looks like with a default build (one that
- does throw exceptions):
- 
+ 
+
+ Here's what the program output looks like with a default build (one that
+ does throw exceptions):
+ 
+
+
+
<pre class="programlisting">Example error handling using Student's t function.
BOOST_MATH_DOMAIN_ERROR_POLICY is set to: throw_on_error

@@ -237,30 +272,52 @@
 Degrees of freedom argument is -1, but must be > 0 !
</pre>

- Alternatively let's build with:
- 
+ 
+
+ Alternatively let's build with:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY ignore_error
</pre>

- Now the program output is:
- 
+ 
+
+ Now the program output is:
+ 
+
+
+
<pre class="programlisting">Example error handling using Student's t function.
BOOST_MATH_DOMAIN_ERROR_POLICY is set to: ignore_error
cdf returned a NaN!
</pre>

- And finally let's build with:
- 
+ 
+
+ And finally let's build with:
+ 
+
+
+
<pre class="programlisting">#define BOOST_MATH_DOMAIN_ERROR_POLICY errno_on_error
</pre>

- Which gives the output show errno:
- 
+ 
+
+ Which gives the output show errno:
+ 
+
+
+
<pre class="programlisting">Example error handling using Student's t function.
BOOST_MATH_DOMAIN_ERROR_POLICY is set to: errno_on_error
cdf returned a NaN!
errno is set to: 33
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.namespace_policies"></a><a class="link" href="namespace_policies.html" title="Setting Policies at Namespace or Translation Unit Scope">Setting
- Policies at Namespace or Translation Unit Scope</a>
+<a name="math_toolkit.policy.pol_tutorial.namespace_policies"></a><a class="link" href="namespace_policies.html" title="Setting Policies at Namespace or Translation Unit Scope">
+ Setting Policies at Namespace or Translation Unit Scope</a>
</h4></div></div></div>

 Sometimes what you want to do is just change a set of policies within the
@@ -43,30 +43,42 @@
 current file only.
 

- Suppose we want <code class="computeroutput">C::foo()</code>
- to behave in a C-compatible way and set <code class="computeroutput">::errno</code> on error rather than throwing any
- exceptions.
- 
+ 

- We'll begin by including the needed header for our function:
- 
+ Suppose we want <code class="computeroutput">C::foo()</code>
+ to behave in a C-compatible way and set <code class="computeroutput">::errno</code> on error rather than throwing
+ any exceptions.
+ 

-
+ 
+
+ We'll begin by including the needed header for our function:
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions.hpp>
//using boost::math::tgamma; // Not needed because using C::tgamma.</pre>

- 
+ 

- Open up the "C" namespace that we'll use for our functions, and
- define the policy type we want: in this case a C-style one that sets ::errno
- and returns a standard value, rather than throwing exceptions.
- 
+ 

- Any policies we don't specify here will inherit the defaults.
- 
+ Open up the "C" namespace that we'll use for our functions,
+ and define the policy type we want: in this case a C-style one that sets
+ ::errno and returns a standard value, rather than throwing exceptions.
+ 

-
+ 
+
+ Any policies we don't specify here will inherit the defaults.
+ 
+
+ 
+
+

<pre class="programlisting">namespace C
{ // To hold our C-style policy.
@@ -86,25 +98,33 @@
 evaluation_error<errno_on_error>
 > c_policy;</pre>

- 
+ 

- All we need do now is invoke the BOOST_MATH_DECLARE_SPECIAL_FUNCTIONS macro
- passing our policy type c_policy as the single argument:
- 
+ 

-
+ All we need do now is invoke the BOOST_MATH_DECLARE_SPECIAL_FUNCTIONS
+ macro passing our policy type c_policy as the single argument:
+ 
+
+ 
+
+

<pre class="programlisting">BOOST_MATH_DECLARE_SPECIAL_FUNCTIONS(c_policy)

} // close namespace C</pre>

- 
+ 

- We now have a set of forwarding functions defined in namespace C that all
- look something like this:
- 
+ 

-
+ We now have a set of forwarding functions defined in namespace C that
+ all look something like this:
+ 
+
+ 
+
+

<pre class="programlisting">template <class RealType>
inline typename boost::math::tools::promote_args<RT>::type
@@ -114,14 +134,16 @@
}
</pre>

- 
+ 

- So that when we call <code class="computeroutput">C::tgamma(z)</code>,
- we really end up calling <code class="computeroutput">boost::math::tgamma(z,
- C::c_policy())</code>:
- 
+ 

-
+ So that when we call <code class="computeroutput">C::tgamma(z)</code>, we really end up calling <code class="computeroutput">boost::math::tgamma(z, C::c_policy())</code>:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -134,19 +156,28 @@
 cout << "errno = " << errno << endl; // errno = 33, overwriting previous value of 34.
}</pre>

- 
+ 

- Which outputs:
- 
+ 
+
+ Which outputs:
+ 
+
+
+
<pre class="programlisting">Result of C::tgamma(30000) is: 1.#INF
errno = 34
Result of C::tgamma(-10) is: 1.#QNAN
errno = 33
</pre>

- This mechanism is particularly useful when we want to define a project-wide
- policy, and don't want to modify the Boost source, or to set project wide
- build macros (possibly fragile and easy to forget).
+ 
+
+ This mechanism is particularly useful when we want to define a project-wide
+ policy, and don't want to modify the Boost source, or to set project
+ wide build macros (possibly fragile and easy to forget).
+ 
+
 

 The same mechanism works well at file scope as well, by using an unnamed
@@ -154,7 +185,9 @@
 alternate policies present in other translation units:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions.hpp>
// using boost::math::tgamma; // Would create an ambiguity between
@@ -175,14 +208,16 @@

BOOST_MATH_DECLARE_SPECIAL_FUNCTIONS(c_policy)</pre>

- 
+ 

- So that when we call <code class="computeroutput">tgamma(z)</code>,
- we really end up calling <code class="computeroutput">boost::math::tgamma(z,
- anonymous-namespace::c_policy())</code>.
- 
+ 

-
+ So that when we call <code class="computeroutput">tgamma(z)</code>, we really end up calling <code class="computeroutput">boost::math::tgamma(z, anonymous-namespace::c_policy())</code>.
+ 
+
+ 
+
+

<pre class="programlisting">} // close unnamed namespace

@@ -201,6 +236,8 @@

</pre>

+ 
+
 

 Handling policies for the statistical distributions is very similar except
@@ -219,35 +256,48 @@
 template, but without the "_distribution" suffix.
 

- Suppose we want a set of distributions to behave as follows:
- 
+ 
+
+ Suppose we want a set of distributions to behave as follows:
+ 
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Return infinity on overflow, rather than throwing an exception.
- </li>
+ Return infinity on overflow, rather than throwing an exception.
+ </li>
<li>
- Don't perform any promotion from double to long double internally.
- </li>
+ Don't perform any promotion from double to long double internally.
+ </li>
<li>
- Return the closest integer result from the quantiles of discrete distributions.
- </li>
+ Return the closest integer result from the quantiles of discrete
+ distributions.
+ </li>
</ul></div>

- We'll begin by including the needed header for all the distributions:
- 
+ 

-
+ We'll begin by including the needed header for all the distributions:
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions.hpp></pre>

- 
+ 

- Open up an appropriate namespace, calling it <code class="computeroutput">my_distributions</code>,
- for our distributions, and define the policy type we want. Any policies
- we don't specify here will inherit the defaults:
- 
+ 

-
+ Open up an appropriate namespace, calling it <code class="computeroutput">my_distributions</code>,
+ for our distributions, and define the policy type we want. Any policies
+ we don't specify here will inherit the defaults:
+ 
+
+ 
+
+

<pre class="programlisting">namespace my_distributions
{
@@ -263,27 +313,35 @@
 discrete_quantile<integer_round_nearest>
 > my_policy;</pre>

- 
+ 

- All we need do now is invoke the BOOST_MATH_DECLARE_DISTRIBUTIONS macro
- passing the floating point type <code class="computeroutput">double</code>
- and policy types <code class="computeroutput">my_policy</code>
- as arguments:
- 
+ 

-
+ All we need do now is invoke the BOOST_MATH_DECLARE_DISTRIBUTIONS macro
+ passing the floating point type <code class="computeroutput">double</code>
+ and policy types <code class="computeroutput">my_policy</code>
+ as arguments:
+ 
+
+ 
+
+

<pre class="programlisting">BOOST_MATH_DECLARE_DISTRIBUTIONS(double, my_policy)

} // close namespace my_namespace</pre>

- 
+ 

- We now have a set of typedefs defined in namespace my_distributions that
- all look something like this:
- 
+ 

-
+ We now have a set of typedefs defined in namespace my_distributions that
+ all look something like this:
+ 
+
+ 
+
+

<pre class="programlisting">typedef boost::math::normal_distribution<double, my_policy> normal;
typedef boost::math::cauchy_distribution<double, my_policy> cauchy;
@@ -291,12 +349,17 @@
// etc
</pre>

- 
+ 

- So that when we use my_distributions::normal we really end up using <code class="computeroutput">boost::math::normal_distribution<double, my_policy></code>:
- 
+ 

-
+ So that when we use my_distributions::normal we really end up using
+ <code class="computeroutput">boost::math::normal_distribution<double, my_policy></code>:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -321,10 +384,15 @@
 << quantile(complement(binom, 0.05)) << endl;
}</pre>

- 
+ 

- Which outputs:
- 
+ 
+
+ Which outputs:
+ 
+
+
+
<pre class="programlisting">Result of quantile(norm, 0) is: -1.#INF
errno = 34
Result of quantile(norm, 1) is: 1.#INF
@@ -333,9 +401,13 @@
Result of quantile(complement(binom, 0.05)) is: 8
</pre>

- This mechanism is particularly useful when we want to define a project-wide
- policy, and don't want to modify the Boost source or set project wide build
- macros (possibly fragile and easy to forget).
+ 
+
+ This mechanism is particularly useful when we want to define a project-wide
+ policy, and don't want to modify the Boost source or set project wide
+ build macros (possibly fragile and easy to forget).
+ 
+
 
<div class="note"><table border="0" summary="Note">
<tr>
@@ -355,7 +427,9 @@
 with any alternate policies present in other translation units:
 

-
+ 
+
+

<pre class="programlisting">#include <boost/math/distributions.hpp> // All distributions.
// using boost::math::normal; // Would create an ambguity between
@@ -403,6 +477,8 @@

</pre>

+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.policy_tut_defaults"></a><a class="link" href="policy_tut_defaults.html" title="Policies Have Sensible Defaults">Policies
- Have Sensible Defaults</a>
+<a name="math_toolkit.policy.pol_tutorial.policy_tut_defaults"></a><a class="link" href="policy_tut_defaults.html" title="Policies Have Sensible Defaults">
+ Policies Have Sensible Defaults</a>
</h4></div></div></div>

Most of the time you can just ignore the policy framework.

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.policy_usage"></a><a class="link" href="policy_usage.html" title="So How are Policies Used Anyway?">So How
- are Policies Used Anyway?</a>
+<a name="math_toolkit.policy.pol_tutorial.policy_usage"></a><a class="link" href="policy_usage.html" title="So How are Policies Used Anyway?"> So
+ How are Policies Used Anyway?</a>
</h4></div></div></div>

The details follow later, but basically policies can be set by either:

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.understand_dis_quant"></a><a class="link" href="understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
- Quantiles of Discrete Distributions</a>
+<a name="math_toolkit.policy.pol_tutorial.understand_dis_quant"></a><a class="link" href="understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">
+ Understanding Quantiles of Discrete Distributions</a>
</h4></div></div></div>

 Discrete distributions present us with a problem when calculating the quantile:
@@ -177,7 +177,7 @@
 base your comparisons on CDF's instead.
 
<a name="math_toolkit.policy.pol_tutorial.understand_dis_quant.other_rounding_policies_are_available"></a><h6>
-<a name="id1242142"></a>
+<a name="id1347559"></a>
 <a class="link" href="understand_dis_quant.html#math_toolkit.policy.pol_tutorial.understand_dis_quant.other_rounding_policies_are_available">Other
 Rounding Policies are Available</a>
 </h6>
@@ -239,16 +239,23 @@
</dl>
</div>

- To understand how the rounding policies for the discrete distributions
- can be used, we'll use the 50-sample binomial distribution with a success
- fraction of 0.5 once again, and calculate all the possible quantiles at
- 0.05 and 0.95.
- 
+ 

- Begin by including the needed headers (and some using statements for conciseness):
- 
+ To understand how the rounding policies for the discrete distributions
+ can be used, we'll use the 50-sample binomial distribution with a success
+ fraction of 0.5 once again, and calculate all the possible quantiles
+ at 0.05 and 0.95.
+ 

-
+ 
+
+ Begin by including the needed headers (and some using statements for
+ conciseness):
+ 
+
+ 
+
+

<pre class="programlisting">#include <iostream>
using std::cout; using std::endl;
@@ -259,13 +266,17 @@

#include <boost/math/distributions/binomial.hpp></pre>

- 
+ 

- Next we'll bring the needed declarations into scope, and define distribution
- types for all the available rounding policies:
- 
+ 

-
+ Next we'll bring the needed declarations into scope, and define distribution
+ types for all the available rounding policies:
+ 
+
+ 
+
+

<pre class="programlisting">// Avoid
// using namespace std; // and
@@ -317,12 +328,16 @@
 policy<discrete_quantile<real> > >
 binom_real_quantile;</pre>

- 
+ 

- Now let's set to work calling those quantiles:
- 
+ 

-
+ Now let's set to work calling those quantiles:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -392,10 +407,15 @@
 << endl;
} // int main()</pre>

- 
+ 

- Which produces the program output:
- 
+ 
+
+ Which produces the program output:
+ 
+
+
+
<pre class="programlisting">policy_eg_10.vcxproj -> J:\Cpp\MathToolkit\test\Math_test\Release\policy_eg_10.exe
 Testing rounding policies for a 50 sample binomial distribution,
 with a success fraction of 0.5.
@@ -412,6 +432,8 @@
 integer_round_nearest 19 30
 real 18.701 30.299
</pre>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,17 +24,22 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.user_def_err_pol"></a><a class="link" href="user_def_err_pol.html" title="Calling User Defined Error Handlers">Calling
- User Defined Error Handlers</a>
+<a name="math_toolkit.policy.pol_tutorial.user_def_err_pol"></a><a class="link" href="user_def_err_pol.html" title="Calling User Defined Error Handlers">
+ Calling User Defined Error Handlers</a>
</h4></div></div></div>

- Suppose we want our own user-defined error handlers rather than the any
- of the default ones supplied by the library to be used. If we set the policy
- for a specific type of error to <code class="computeroutput">user_error</code>
- then the library will call a user-supplied error handler. These are forward
- declared, but not defined in boost/math/policies/error_handling.hpp like
- this:
- 
+ 
+
+ Suppose we want our own user-defined error handlers rather than the any
+ of the default ones supplied by the library to be used. If we set the
+ policy for a specific type of error to <code class="computeroutput">user_error</code>
+ then the library will call a user-supplied error handler. These are forward
+ declared, but not defined in boost/math/policies/error_handling.hpp like
+ this:
+ 
+
+
+
<pre class="programlisting">namespace boost{ namespace math{ namespace policies{

template <class T>
@@ -49,19 +54,25 @@
T user_denorm_error(const char* function, const char* message, const T& val);
template <class T>
T user_evaluation_error(const char* function, const char* message, const T& val);
+template <class T, class TargetType>
+T user_rounding_error(const char* function, const char* message, const T& val, const TargetType& t);
template <class T>
T user_indeterminate_result_error(const char* function, const char* message, const T& val);

}}} // namespaces
</pre>

- So out first job is to include the header we want to use, and then provide
- definitions for our user-defined error handlers that we want to use. We
- only provide our special domain and pole error handlers; other errors like
- overflow and underflow use the default.
- 
+ 

-
+ So out first job is to include the header we want to use, and then provide
+ definitions for our user-defined error handlers that we want to use.
+ We only provide our special domain and pole error handlers; other errors
+ like overflow and underflow use the default.
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions.hpp>

@@ -85,13 +96,17 @@
 } // namespace policies
}} // namespace boost{ namespace math</pre>

- 
+ 

- Now we'll need to define a suitable policy that will call these handlers,
- and define some forwarding functions that make use of the policy:
- 
+ 

-
+ Now we'll need to define a suitable policy that will call these handlers,
+ and define some forwarding functions that make use of the policy:
+ 
+
+ 
+
+

<pre class="programlisting">namespace{

@@ -106,13 +121,17 @@

} // close unnamed namespace</pre>

- 
+ 

- We now have a set of forwarding functions defined in an unnamed namespace
- that all look something like this:
- 
+ 

-
+ We now have a set of forwarding functions defined in an unnamed namespace
+ that all look something like this:
+ 
+
+ 
+
+

<pre class="programlisting">template <class RealType>
inline typename boost::math::tools::promote_args<RT>::type
@@ -122,15 +141,17 @@
}
</pre>

- 
+ 

- So that when we call <code class="computeroutput">tgamma(z)</code>
- we really end up calling <code class="computeroutput">boost::math::tgamma(z,
- user_error_policy())</code>,
- and any errors will get directed to our own error handlers.
- 
+ 

-
+ So that when we call <code class="computeroutput">tgamma(z)</code> we really end up calling <code class="computeroutput">boost::math::tgamma(z, user_error_policy())</code>,
+ and any errors will get directed to our own error handlers.
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -140,24 +161,38 @@
 << tgamma(-10) << endl;
}</pre>

- 
+ 

- Which outputs:
- 
+ 
+
+ Which outputs:
+ 
+
+
+
<pre class="programlisting">Domain Error!
 Pole Error!
 Result of erf_inv(-10) is: 1.#QNAN
 Result of tgamma(-10) is: 1.#QNAN
</pre>

- The previous example was all well and good, but the custom error handlers
- didn't really do much of any use. In this example we'll implement all the
- custom handlers and show how the information provided to them can be used
- to generate nice formatted error messages.
 

- Each error handler has the general form:
- 
+ 
+
+ The previous example was all well and good, but the custom error handlers
+ didn't really do much of any use. In this example we'll implement all
+ the custom handlers and show how the information provided to them can
+ be used to generate nice formatted error messages.
+ 
+
+ 
+
+ Each error handler has the general form:
+ 
+
+
+
<pre class="programlisting">template <class T>
T user_error_type(
 const char* function,
@@ -165,49 +200,61 @@
 const T& val);
</pre>

- and accepts three arguments:
- 
+ 
+
+ and accepts three arguments:
+ 
+
+ 
<div class="variablelist">

<dl>
<dt>const char* function</dt>
<dd>
- The name of the function that raised the error, this string contains
- one or more %1% format specifiers that should be replaced by the
- name of real type T, like float or double.
- </dd>
+ The name of the function that raised the error, this string contains
+ one or more %1% format specifiers that should be replaced by the
+ name of real type T, like float or double.
+ </dd>
<dt>const char* message</dt>
<dd>
- A message associated with the error, normally this contains a %1%
- format specifier that should be replaced with the value of value:
- however note that overflow and underflow messages do not contain
- this %1% specifier (since the value of value
- is immaterial in these cases).
- </dd>
+ A message associated with the error, normally this contains a %1%
+ format specifier that should be replaced with the value of value:
+ however note that overflow and underflow messages do not contain
+ this %1% specifier (since the value of value
+ is immaterial in these cases).
+ </dd>
<dt>const T& value</dt>
<dd>
- The value that caused the error: either an argument to the function
- if this is a domain or pole error, the tentative result if this is
- a denorm or evaluation error, or zero or infinity for underflow or
- overflow errors.
- </dd>
+ The value that caused the error: either an argument to the function
+ if this is a domain or pole error, the tentative result if this
+ is a denorm or evaluation error, or zero or infinity for underflow
+ or overflow errors.
+ </dd>
</dl>
</div>

- As before we'll include the headers we need first:
- 
+ 

-
+ As before we'll include the headers we need first:
+ 
+
+ 
+
+

<pre class="programlisting">#include <boost/math/special_functions.hpp></pre>

- 
+ 

- Next we'll implement our own error handlers for each type of error, starting
- with domain errors:
- 
+ 

-
+ Next we'll implement our own error handlers for each type of error, starting
+ with domain errors:
+ 
+
+ 
+
+

<pre class="programlisting">namespace boost{ namespace math{
namespace policies
@@ -217,71 +264,96 @@
T user_domain_error(const char* function, const char* message, const T& val)
{</pre>

- 
+ 

- We'll begin with a bit of defensive programming in case function or message
- are empty:
- 
+ 

-
+ We'll begin with a bit of defensive programming in case function or message
+ are empty:
+ 
+
+ 
+
+

<pre class="programlisting">if(function == 0)
 function = "Unknown function with arguments of type %1%";
if(message == 0)
 message = "Cause unknown with bad argument %1%";</pre>

- 
+ 

- Next we'll format the name of the function with the name of type T, perhaps
- double:
- 
+ 

-
+ Next we'll format the name of the function with the name of type T, perhaps
+ double:
+ 
+
+ 
+
+

<pre class="programlisting">std::string msg("Error in function ");
msg += (boost::format(function) % typeid(T).name()).str();</pre>

- 
+ 

- Then likewise format the error message with the value of parameter val,
- making sure we output all the potentially significant digits of val:
- 
+ 

-
+ Then likewise format the error message with the value of parameter val,
+ making sure we output all the potentially significant digits of val:
+ 
+
+ 
+
+

<pre class="programlisting">msg += ": \n";
int prec = 2 + (std::numeric_limits<T>::digits * 30103UL) / 100000UL;
// int prec = std::numeric_limits<T>::max_digits10; // For C++0X Standard Library
msg += (boost::format(message) % boost::io::group(std::setprecision(prec), val)).str();</pre>

- 
+ 

- Now we just have to do something with the message, we could throw an exception,
- but for the purposes of this example we'll just dump the message to std::cerr:
- 
+ 

-
+ Now we just have to do something with the message, we could throw an
+ exception, but for the purposes of this example we'll just dump the message
+ to std::cerr:
+ 
+
+ 
+
+

<pre class="programlisting">std::cerr << msg << std::endl;</pre>

- 
+ 

- Finally the only sensible value we can return from a domain error is a
- NaN:
- 
+ 

-
+ Finally the only sensible value we can return from a domain error is
+ a NaN:
+ 
+
+ 
+
+

<pre class="programlisting"> return std::numeric_limits<T>::quiet_NaN();
}</pre>

- 
+ 

- Pole errors are essentially a special case of domain errors, so in this
- example we'll just return the result of a domain error:
- 
+ 

-
+ Pole errors are essentially a special case of domain errors, so in this
+ example we'll just return the result of a domain error:
+ 
+
+ 
+
+

<pre class="programlisting">template <class T>
T user_pole_error(const char* function, const char* message, const T& val)
@@ -289,13 +361,17 @@
 return user_domain_error(function, message, val);
}</pre>

- 
+ 

- Overflow errors are very similar to domain errors, except that there's
- no %1% format specifier in the message parameter:
- 
+ 

-
+ Overflow errors are very similar to domain errors, except that there's
+ no %1% format specifier in the message parameter:
+ 
+
+ 
+
+

<pre class="programlisting">template <class T>
T user_overflow_error(const char* function, const char* message, const T& val)
@@ -317,12 +393,16 @@
 return val;
}</pre>

- 
+ 

- Underflow errors are much the same as overflow:
- 
+ 

-
+ Underflow errors are much the same as overflow:
+ 
+
+ 
+
+

<pre class="programlisting">template <class T>
T user_underflow_error(const char* function, const char* message, const T& val)
@@ -344,12 +424,16 @@
 return val;
}</pre>

- 
+ 

- Denormalised results are much the same as underflow:
- 
+ 

-
+ Denormalised results are much the same as underflow:
+ 
+
+ 
+
+

<pre class="programlisting">template <class T>
T user_denorm_error(const char* function, const char* message, const T& val)
@@ -371,15 +455,19 @@
 return val;
}</pre>

- 
+ 

- Which leaves us with evaluation errors: these occur when an internal error
- occurs that prevents the function being fully evaluated. The parameter
- val contains the closest approximation to the result
- found so far:
- 
+ 

-
+ Which leaves us with evaluation errors: these occur when an internal
+ error occurs that prevents the function being fully evaluated. The parameter
+ val contains the closest approximation to the result
+ found so far:
+ 
+
+ 
+
+

<pre class="programlisting">template <class T>
T user_evaluation_error(const char* function, const char* message, const T& val)
@@ -408,13 +496,17 @@
} // policies
}} // boost::math</pre>

- 
+ 

- Now we'll need to define a suitable policy that will call these handlers,
- and define some forwarding functions that make use of the policy:
- 
+ 

-
+ Now we'll need to define a suitable policy that will call these handlers,
+ and define some forwarding functions that make use of the policy:
+ 
+
+ 
+
+

<pre class="programlisting">namespace
{ // unnamed.
@@ -434,13 +526,17 @@

} // unnamed namespace</pre>

- 
+ 

- We now have a set of forwarding functions, defined in an unnamed namespace,
- that all look something like this:
- 
+ 

-
+ We now have a set of forwarding functions, defined in an unnamed namespace,
+ that all look something like this:
+ 
+
+ 
+
+

<pre class="programlisting">template <class RealType>
inline typename boost::math::tools::promote_args<RT>::type
@@ -450,15 +546,17 @@
}
</pre>

- 
+ 

- So that when we call <code class="computeroutput">tgamma(z)</code>
- we really end up calling <code class="computeroutput">boost::math::tgamma(z,
- user_error_policy())</code>,
- and any errors will get directed to our own error handlers:
- 
+ 

-
+ So that when we call <code class="computeroutput">tgamma(z)</code> we really end up calling <code class="computeroutput">boost::math::tgamma(z, user_error_policy())</code>,
+ and any errors will get directed to our own error handlers:
+ 
+
+ 
+
+

<pre class="programlisting">int main()
{
@@ -479,10 +577,15 @@
 // since these should never really occur!
} // int main()</pre>

- 
+ 

- Which outputs:
- 
+ 
+
+ Which outputs:
+ 
+
+
+
<pre class="programlisting">Error in function boost::math::erf_inv<double>(double, double):
Argument outside range [-1, 1] in inverse erf function (got p=-10).
Result of erf_inv(-10) is: 1.#QNAN
@@ -504,14 +607,18 @@
Result of tgamma(-190.5) is: 0
</pre>

- Notice how some of the calls result in an error handler being called more
- than once, or for more than one handler to be called: this is an artefact
- of the fact that many functions are implemented in terms of one or more
- sub-routines each of which may have it's own error handling. For example
- <code class="computeroutput">tgamma(-190.5)</code> is
- implemented in terms of <code class="computeroutput">tgamma(190.5)</code>
- - which overflows - the reflection formula for <code class="computeroutput">tgamma</code>
- then notices that it is dividing by infinity and so underflows.
+ 
+
+ Notice how some of the calls result in an error handler being called
+ more than once, or for more than one handler to be called: this is an
+ artefact of the fact that many functions are implemented in terms of
+ one or more sub-routines each of which may have it's own error handling.
+ For example <code class="computeroutput">tgamma(-190.5)</code>
+ is implemented in terms of <code class="computeroutput">tgamma(190.5)</code> - which overflows - the reflection formula
+ for <code class="computeroutput">tgamma</code> then notices
+ that it is dividing by infinity and so underflows.
+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.policy.pol_tutorial.what_is_a_policy"></a><a class="link" href="what_is_a_policy.html" title="So Just What is a Policy Anyway?">So
- Just What is a Policy Anyway?</a>
+<a name="math_toolkit.policy.pol_tutorial.what_is_a_policy"></a><a class="link" href="what_is_a_policy.html" title="So Just What is a Policy Anyway?">
+ So Just What is a Policy Anyway?</a>
</h4></div></div></div>

A policy is a compile-time mechanism for customising the behaviour of a

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,121 +24,122 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.special"></a><a class="link" href="special.html" title="Special Functions">Special Functions</a>
+<a name="math_toolkit.special"></a><a class="link" href="special.html" title="Special Functions"> Special Functions</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>Gamma Functions</dt>
+<dt> Gamma Functions</dt>
<dd><dl>
-<dt>Gamma</dt>
-<dt>Log Gamma</dt>
-<dt>Digamma</dt>
-<dt><a href="special/sf_gamma/gamma_ratios.html">Ratios
+<dt> Gamma</dt>
+<dt> Log Gamma</dt>
+<dt> Digamma</dt>
+<dt><a href="special/sf_gamma/gamma_ratios.html"> Ratios
 of Gamma Functions</a></dt>
-<dt><a href="special/sf_gamma/igamma.html">Incomplete Gamma
+<dt><a href="special/sf_gamma/igamma.html"> Incomplete Gamma
 Functions</a></dt>
-<dt><a href="special/sf_gamma/igamma_inv.html">Incomplete
+<dt><a href="special/sf_gamma/igamma_inv.html"> Incomplete
 Gamma Function Inverses</a></dt>
-<dt><a href="special/sf_gamma/gamma_derivatives.html">Derivative
+<dt><a href="special/sf_gamma/gamma_derivatives.html"> Derivative
 of the Incomplete Gamma Function</a></dt>
</dl></dd>
-<dt><a href="special/factorials.html">Factorials and Binomial
+<dt><a href="special/factorials.html"> Factorials and Binomial
 Coefficients</a></dt>
<dd><dl>
-<dt>Factorial</dt>
-<dt><a href="special/factorials/sf_double_factorial.html">Double
- Factorial</a></dt>
-<dt><a href="special/factorials/sf_rising_factorial.html">Rising
- Factorial</a></dt>
-<dt><a href="special/factorials/sf_falling_factorial.html">Falling
- Factorial</a></dt>
-<dt><a href="special/factorials/sf_binomial.html">Binomial
+<dt> Factorial</dt>
+<dt><a href="special/factorials/sf_double_factorial.html">
+ Double Factorial</a></dt>
+<dt><a href="special/factorials/sf_rising_factorial.html">
+ Rising Factorial</a></dt>
+<dt><a href="special/factorials/sf_falling_factorial.html">
+ Falling Factorial</a></dt>
+<dt><a href="special/factorials/sf_binomial.html"> Binomial
 Coefficients</a></dt>
</dl></dd>
-<dt>Beta Functions</dt>
+<dt> Beta Functions</dt>
<dd><dl>
-<dt>Beta</dt>
-<dt><a href="special/sf_beta/ibeta_function.html">Incomplete
+<dt> Beta</dt>
+<dt><a href="special/sf_beta/ibeta_function.html"> Incomplete
 Beta Functions</a></dt>
-<dt><a href="special/sf_beta/ibeta_inv_function.html">The
+<dt><a href="special/sf_beta/ibeta_inv_function.html"> The
 Incomplete Beta Function Inverses</a></dt>
-<dt><a href="special/sf_beta/beta_derivative.html">Derivative
+<dt><a href="special/sf_beta/beta_derivative.html"> Derivative
 of the Incomplete Beta Function</a></dt>
</dl></dd>
-<dt>Error Functions</dt>
+<dt> Error Functions</dt>
<dd><dl>
-<dt>Error Functions</dt>
-<dt><a href="special/sf_erf/error_inv.html">Error Function
+<dt><a href="special/sf_erf/error_function.html"> Error
+ Functions</a></dt>
+<dt><a href="special/sf_erf/error_inv.html"> Error Function
 Inverses</a></dt>
</dl></dd>
-<dt>Polynomials</dt>
+<dt> Polynomials</dt>
<dd><dl>
-<dt><a href="special/sf_poly/legendre.html">Legendre (and
+<dt><a href="special/sf_poly/legendre.html"> Legendre (and
 Associated) Polynomials</a></dt>
-<dt><a href="special/sf_poly/laguerre.html">Laguerre (and
+<dt><a href="special/sf_poly/laguerre.html"> Laguerre (and
 Associated) Polynomials</a></dt>
-<dt>Hermite Polynomials</dt>
-<dt>Spherical Harmonics</dt>
+<dt> Hermite Polynomials</dt>
+<dt> Spherical Harmonics</dt>
</dl></dd>
-<dt>Bessel Functions</dt>
+<dt> Bessel Functions</dt>
<dd><dl>
-<dt><a href="special/bessel/bessel_over.html">Bessel Function
+<dt><a href="special/bessel/bessel_over.html"> Bessel Function
 Overview</a></dt>
-<dt><a href="special/bessel/bessel.html">Bessel Functions
+<dt><a href="special/bessel/bessel.html"> Bessel Functions
 of the First and Second Kinds</a></dt>
-<dt><a href="special/bessel/mbessel.html">Modified Bessel
- Functions of the First and Second Kinds</a></dt>
-<dt><a href="special/bessel/sph_bessel.html">Spherical Bessel
+<dt><a href="special/bessel/mbessel.html"> Modified Bessel
 Functions of the First and Second Kinds</a></dt>
+<dt><a href="special/bessel/sph_bessel.html"> Spherical
+ Bessel Functions of the First and Second Kinds</a></dt>
</dl></dd>
-<dt>Elliptic Integrals</dt>
+<dt> Elliptic Integrals</dt>
<dd><dl>
-<dt><a href="special/ellint/ellint_intro.html">Elliptic
+<dt><a href="special/ellint/ellint_intro.html"> Elliptic
 Integral Overview</a></dt>
-<dt><a href="special/ellint/ellint_carlson.html">Elliptic
+<dt><a href="special/ellint/ellint_carlson.html"> Elliptic
 Integrals - Carlson Form</a></dt>
-<dt><a href="special/ellint/ellint_1.html">Elliptic Integrals
+<dt><a href="special/ellint/ellint_1.html"> Elliptic Integrals
 of the First Kind - Legendre Form</a></dt>
-<dt><a href="special/ellint/ellint_2.html">Elliptic Integrals
+<dt><a href="special/ellint/ellint_2.html"> Elliptic Integrals
 of the Second Kind - Legendre Form</a></dt>
-<dt><a href="special/ellint/ellint_3.html">Elliptic Integrals
+<dt><a href="special/ellint/ellint_3.html"> Elliptic Integrals
 of the Third Kind - Legendre Form</a></dt>
</dl></dd>
-<dt>Zeta Functions</dt>
-<dd><dl><dt>Riemann Zeta Function</dt></dl></dd>
-<dt>Exponential Integrals</dt>
-<dd><dl>
-<dt><a href="special/expint/expint_n.html">Exponential Integral
- En</a></dt>
-<dt><a href="special/expint/expint_i.html">Exponential Integral
- Ei</a></dt>
+<dt> Zeta Functions</dt>
+<dd><dl><dt> Riemann Zeta Function</dt></dl></dd>
+<dt> Exponential Integrals</dt>
+<dd><dl>
+<dt><a href="special/expint/expint_n.html"> Exponential
+ Integral En</a></dt>
+<dt><a href="special/expint/expint_i.html"> Exponential
+ Integral Ei</a></dt>
</dl></dd>
-<dt><a href="special/powers.html">Logs, Powers, Roots and
+<dt><a href="special/powers.html"> Logs, Powers, Roots and
 Exponentials</a></dt>
<dd><dl>
-<dt>log1p</dt>
-<dt>expm1</dt>
-<dt>cbrt</dt>
-<dt>sqrt1pm1</dt>
-<dt>powm1</dt>
-<dt>hypot</dt>
-<dt><a href="special/powers/ct_pow.html">Compile Time Power
+<dt> log1p</dt>
+<dt> expm1</dt>
+<dt> cbrt</dt>
+<dt> sqrt1pm1</dt>
+<dt> powm1</dt>
+<dt> hypot</dt>
+<dt><a href="special/powers/ct_pow.html"> Compile Time Power
 of a Runtime Base</a></dt>
</dl></dd>
-<dt><a href="special/sinc.html">Sinus Cardinal and Hyperbolic
+<dt><a href="special/sinc.html"> Sinus Cardinal and Hyperbolic
 Sinus Cardinal Functions</a></dt>
<dd><dl>
-<dt><a href="special/sinc/sinc_overview.html">Sinus Cardinal
+<dt><a href="special/sinc/sinc_overview.html"> Sinus Cardinal
 and Hyperbolic Sinus Cardinal Functions Overview</a></dt>
<dt>sinc_pi</dt>
<dt>sinhc_pi</dt>
</dl></dd>
-<dt>Inverse Hyperbolic Functions</dt>
+<dt> Inverse Hyperbolic Functions</dt>
<dd><dl>
-<dt><a href="special/inv_hyper/inv_hyper_over.html">Inverse
+<dt><a href="special/inv_hyper/inv_hyper_over.html"> Inverse
 Hyperbolic Functions Overview</a></dt>
-<dt>acosh</dt>
-<dt>asinh</dt>
-<dt>atanh</dt>
+<dt> acosh</dt>
+<dt> asinh</dt>
+<dt> atanh</dt>
</dl></dd>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,18 +24,26 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.bessel"></a><a class="link" href="bessel.html" title="Bessel Functions">Bessel Functions</a>
+<a name="math_toolkit.special.bessel"></a><a class="link" href="bessel.html" title="Bessel Functions"> Bessel Functions</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="bessel/bessel_over.html">Bessel Function
+<dt><a href="bessel/bessel_over.html"> Bessel Function
 Overview</a></dt>
-<dt><a href="bessel/bessel.html">Bessel Functions
+<dt><a href="bessel/bessel.html"> Bessel Functions
 of the First and Second Kinds</a></dt>
-<dt><a href="bessel/mbessel.html">Modified Bessel
- Functions of the First and Second Kinds</a></dt>
-<dt><a href="bessel/sph_bessel.html">Spherical Bessel
+<dt><a href="bessel/mbessel.html"> Modified Bessel
 Functions of the First and Second Kinds</a></dt>
+<dt><a href="bessel/sph_bessel.html"> Spherical
+ Bessel Functions of the First and Second Kinds</a></dt>
</dl></div>
+
+ 
+
+ 
+
+ 
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.bessel.bessel"></a><a class="link" href="bessel.html" title="Bessel Functions of the First and Second Kinds">Bessel Functions
+<a name="math_toolkit.special.bessel.bessel"></a><a class="link" href="bessel.html" title="Bessel Functions of the First and Second Kinds"> Bessel Functions
 of the First and Second Kinds</a>
</h4></div></div></div>
<a name="math_toolkit.special.bessel.bessel.synopsis"></a><h5>
-<a name="id1106653"></a>
+<a name="id1217412"></a>
 <a class="link" href="bessel.html#math_toolkit.special.bessel.bessel.synopsis">Synopsis</a>
 </h5>
<pre class="programlisting">template <class T1, class T2>
@@ -44,7 +44,7 @@
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> cyl_neumann(T1 v, T2 x, const <a class="link" href="../../policy.html" title="Policies">Policy</a>&);
</pre>
<a name="math_toolkit.special.bessel.bessel.description"></a><h5>
-<a name="id1107020"></a>
+<a name="id1217779"></a>
 <a class="link" href="bessel.html#math_toolkit.special.bessel.bessel.description">Description</a>
 </h5>

@@ -75,9 +75,14 @@
 is an integer.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 The functions return the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>
@@ -105,7 +110,7 @@
 <img src="../../../../graphs/cyl_neumann.png" align="middle">
 
<a name="math_toolkit.special.bessel.bessel.testing"></a><h5>
-<a name="id1107300"></a>
+<a name="id1218062"></a>
 <a class="link" href="bessel.html#math_toolkit.special.bessel.bessel.testing">Testing</a>
 </h5>

@@ -114,7 +119,7 @@
 (with all the special case handling removed).
 
<a name="math_toolkit.special.bessel.bessel.accuracy"></a><h5>
-<a name="id1107322"></a>
+<a name="id1218084"></a>
 <a class="link" href="bessel.html#math_toolkit.special.bessel.bessel.accuracy">Accuracy</a>
 </h5>

@@ -489,7 +494,7 @@
 were found.
 
<a name="math_toolkit.special.bessel.bessel.implementation"></a><h5>
-<a name="id1110304"></a>
+<a name="id1218814"></a>
 <a class="link" href="bessel.html#math_toolkit.special.bessel.bessel.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.bessel.bessel_over"></a><a class="link" href="bessel_over.html" title="Bessel Function Overview">Bessel Function
+<a name="math_toolkit.special.bessel.bessel_over"></a><a class="link" href="bessel_over.html" title="Bessel Function Overview"> Bessel Function
 Overview</a>
</h4></div></div></div>
<a name="math_toolkit.special.bessel.bessel_over.ordinary_bessel_functions"></a><h5>
-<a name="id1105908"></a>
+<a name="id1216503"></a>
 <a class="link" href="bessel_over.html#math_toolkit.special.bessel.bessel_over.ordinary_bessel_functions">Ordinary
 Bessel Functions</a>
 </h5>
@@ -103,7 +103,7 @@
 <img src="../../../../equations/bessel10.png">
 
<a name="math_toolkit.special.bessel.bessel_over.modified_bessel_functions"></a><h5>
-<a name="id1106228"></a>
+<a name="id1216984"></a>
 <a class="link" href="bessel_over.html#math_toolkit.special.bessel.bessel_over.modified_bessel_functions">Modified
 Bessel Functions</a>
 </h5>
@@ -167,7 +167,7 @@
 <img src="../../../../equations/mbessel10.png">
 
<a name="math_toolkit.special.bessel.bessel_over.spherical_bessel_functions"></a><h5>
-<a name="id1106533"></a>
+<a name="id1217288"></a>
 <a class="link" href="bessel_over.html#math_toolkit.special.bessel.bessel_over.spherical_bessel_functions">Spherical
 Bessel Functions</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.bessel.mbessel"></a><a class="link" href="mbessel.html" title="Modified Bessel Functions of the First and Second Kinds">Modified Bessel
+<a name="math_toolkit.special.bessel.mbessel"></a><a class="link" href="mbessel.html" title="Modified Bessel Functions of the First and Second Kinds"> Modified Bessel
 Functions of the First and Second Kinds</a>
</h4></div></div></div>
<a name="math_toolkit.special.bessel.mbessel.synopsis"></a><h5>
-<a name="id1110914"></a>
+<a name="id1220661"></a>
 <a class="link" href="mbessel.html#math_toolkit.special.bessel.mbessel.synopsis">Synopsis</a>
 </h5>
<pre class="programlisting">template <class T1, class T2>
@@ -44,7 +44,7 @@
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> cyl_bessel_k(T1 v, T2 x, const <a class="link" href="../../policy.html" title="Policies">Policy</a>&);
</pre>
<a name="math_toolkit.special.bessel.mbessel.description"></a><h5>
-<a name="id1111281"></a>
+<a name="id1221028"></a>
 <a class="link" href="mbessel.html#math_toolkit.special.bessel.mbessel.description">Description</a>
 </h5>

@@ -75,9 +75,14 @@
 is an integer.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 The functions return the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>
@@ -104,7 +109,7 @@
 <img src="../../../../graphs/cyl_bessel_k.png" align="middle">
 
<a name="math_toolkit.special.bessel.mbessel.testing"></a><h5>
-<a name="id1111550"></a>
+<a name="id1221301"></a>
 <a class="link" href="mbessel.html#math_toolkit.special.bessel.mbessel.testing">Testing</a>
 </h5>

@@ -113,7 +118,7 @@
 (with all the special case handling removed).
 
<a name="math_toolkit.special.bessel.mbessel.accuracy"></a><h5>
-<a name="id1111572"></a>
+<a name="id1221322"></a>
 <a class="link" href="mbessel.html#math_toolkit.special.bessel.mbessel.accuracy">Accuracy</a>
 </h5>

@@ -321,7 +326,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.bessel.mbessel.implementation"></a><h5>
-<a name="id1112126"></a>
+<a name="id1221666"></a>
 <a class="link" href="mbessel.html#math_toolkit.special.bessel.mbessel.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.bessel.sph_bessel"></a><a class="link" href="sph_bessel.html" title="Spherical Bessel Functions of the First and Second Kinds">Spherical Bessel
- Functions of the First and Second Kinds</a>
+<a name="math_toolkit.special.bessel.sph_bessel"></a><a class="link" href="sph_bessel.html" title="Spherical Bessel Functions of the First and Second Kinds"> Spherical
+ Bessel Functions of the First and Second Kinds</a>
</h4></div></div></div>
<a name="math_toolkit.special.bessel.sph_bessel.synopsis"></a><h5>
-<a name="id1112644"></a>
+<a name="id1222186"></a>
 <a class="link" href="sph_bessel.html#math_toolkit.special.bessel.sph_bessel.synopsis">Synopsis</a>
 </h5>
<pre class="programlisting">template <class T1, class T2>
@@ -44,7 +44,7 @@
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> sph_neumann(unsigned v, T2 x, const <a class="link" href="../../policy.html" title="Policies">Policy</a>&);
</pre>
<a name="math_toolkit.special.bessel.sph_bessel.description"></a><h5>
-<a name="id1113011"></a>
+<a name="id1224344"></a>
 <a class="link" href="sph_bessel.html#math_toolkit.special.bessel.sph_bessel.description">Description</a>
 </h5>

@@ -70,9 +70,14 @@
 type calculation rules</a> for the single argument type T.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 The functions return the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>
@@ -92,7 +97,7 @@
 <img src="../../../../graphs/sph_neumann.png" align="middle">
 
<a name="math_toolkit.special.bessel.sph_bessel.testing"></a><h5>
-<a name="id1113206"></a>
+<a name="id1224543"></a>
 <a class="link" href="sph_bessel.html#math_toolkit.special.bessel.sph_bessel.testing">Testing</a>
 </h5>

@@ -101,7 +106,7 @@
 implementation (with all the special case handling removed).
 
<a name="math_toolkit.special.bessel.sph_bessel.accuracy"></a><h5>
-<a name="id1113228"></a>
+<a name="id1224565"></a>
 <a class="link" href="sph_bessel.html#math_toolkit.special.bessel.sph_bessel.accuracy">Accuracy</a>
 </h5>

@@ -111,7 +116,7 @@
 refer to these functions for accuracy data.
 
<a name="math_toolkit.special.bessel.sph_bessel.implementation"></a><h5>
-<a name="id1113254"></a>
+<a name="id1224591"></a>
 <a class="link" href="sph_bessel.html#math_toolkit.special.bessel.sph_bessel.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,18 +24,18 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.ellint"></a><a class="link" href="ellint.html" title="Elliptic Integrals">Elliptic Integrals</a>
+<a name="math_toolkit.special.ellint"></a><a class="link" href="ellint.html" title="Elliptic Integrals"> Elliptic Integrals</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="ellint/ellint_intro.html">Elliptic
+<dt><a href="ellint/ellint_intro.html"> Elliptic
 Integral Overview</a></dt>
-<dt><a href="ellint/ellint_carlson.html">Elliptic
+<dt><a href="ellint/ellint_carlson.html"> Elliptic
 Integrals - Carlson Form</a></dt>
-<dt><a href="ellint/ellint_1.html">Elliptic Integrals
+<dt><a href="ellint/ellint_1.html"> Elliptic Integrals
 of the First Kind - Legendre Form</a></dt>
-<dt><a href="ellint/ellint_2.html">Elliptic Integrals
+<dt><a href="ellint/ellint_2.html"> Elliptic Integrals
 of the Second Kind - Legendre Form</a></dt>
-<dt><a href="ellint/ellint_3.html">Elliptic Integrals
+<dt><a href="ellint/ellint_3.html"> Elliptic Integrals
 of the Third Kind - Legendre Form</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.ellint.ellint_1"></a><a class="link" href="ellint_1.html" title="Elliptic Integrals of the First Kind - Legendre Form">Elliptic Integrals
+<a name="math_toolkit.special.ellint.ellint_1"></a><a class="link" href="ellint_1.html" title="Elliptic Integrals of the First Kind - Legendre Form"> Elliptic Integrals
 of the First Kind - Legendre Form</a>
</h4></div></div></div>
<a name="math_toolkit.special.ellint.ellint_1.synopsis"></a><h6>
-<a name="id1119719"></a>
+<a name="id1229690"></a>
 <a class="link" href="ellint_1.html#math_toolkit.special.ellint.ellint_1.synopsis">Synopsis</a>
 </h6>

@@ -55,7 +55,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.ellint.ellint_1.description"></a><h6>
-<a name="id1120123"></a>
+<a name="id1230094"></a>
 <a class="link" href="ellint_1.html#math_toolkit.special.ellint.ellint_1.description">Description</a>
 </h6>

@@ -88,9 +88,14 @@
 Requires -1 <= k <= 1, otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ellint_1(T k);
@@ -108,12 +113,17 @@
 Requires -1 <= k <= 1, otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.ellint.ellint_1.accuracy"></a><h6>
-<a name="id1120580"></a>
+<a name="id1230558"></a>
 <a class="link" href="ellint_1.html#math_toolkit.special.ellint.ellint_1.accuracy">Accuracy</a>
 </h6>

@@ -225,7 +235,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.ellint.ellint_1.testing"></a><h6>
-<a name="id1120766"></a>
+<a name="id1230744"></a>
 <a class="link" href="ellint_1.html#math_toolkit.special.ellint.ellint_1.testing">Testing</a>
 </h6>

@@ -235,7 +245,7 @@
 this implementation.
 
<a name="math_toolkit.special.ellint.ellint_1.implementation"></a><h6>
-<a name="id1120788"></a>
+<a name="id1230766"></a>
 <a class="link" href="ellint_1.html#math_toolkit.special.ellint.ellint_1.implementation">Implementation</a>
 </h6>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.ellint.ellint_2"></a><a class="link" href="ellint_2.html" title="Elliptic Integrals of the Second Kind - Legendre Form">Elliptic Integrals
+<a name="math_toolkit.special.ellint.ellint_2"></a><a class="link" href="ellint_2.html" title="Elliptic Integrals of the Second Kind - Legendre Form"> Elliptic Integrals
 of the Second Kind - Legendre Form</a>
</h4></div></div></div>
<a name="math_toolkit.special.ellint.ellint_2.synopsis"></a><h6>
-<a name="id1125238"></a>
+<a name="id1230846"></a>
 <a class="link" href="ellint_2.html#math_toolkit.special.ellint.ellint_2.synopsis">Synopsis</a>
 </h6>

@@ -55,7 +55,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.ellint.ellint_2.description"></a><h6>
-<a name="id1125642"></a>
+<a name="id1231251"></a>
 <a class="link" href="ellint_2.html#math_toolkit.special.ellint.ellint_2.description">Description</a>
 </h6>

@@ -88,9 +88,14 @@
 Requires -1 <= k <= 1, otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ellint_2(T k);
@@ -108,12 +113,17 @@
 Requires -1 <= k <= 1, otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.ellint.ellint_2.accuracy"></a><h6>
-<a name="id1126100"></a>
+<a name="id1232808"></a>
 <a class="link" href="ellint_2.html#math_toolkit.special.ellint.ellint_2.accuracy">Accuracy</a>
 </h6>

@@ -225,7 +235,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.ellint.ellint_2.testing"></a><h6>
-<a name="id1126287"></a>
+<a name="id1232995"></a>
 <a class="link" href="ellint_2.html#math_toolkit.special.ellint.ellint_2.testing">Testing</a>
 </h6>

@@ -235,7 +245,7 @@
 this implementation.
 
<a name="math_toolkit.special.ellint.ellint_2.implementation"></a><h6>
-<a name="id1126308"></a>
+<a name="id1233017"></a>
 <a class="link" href="ellint_2.html#math_toolkit.special.ellint.ellint_2.implementation">Implementation</a>
 </h6>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.ellint.ellint_3"></a><a class="link" href="ellint_3.html" title="Elliptic Integrals of the Third Kind - Legendre Form">Elliptic Integrals
+<a name="math_toolkit.special.ellint.ellint_3"></a><a class="link" href="ellint_3.html" title="Elliptic Integrals of the Third Kind - Legendre Form"> Elliptic Integrals
 of the Third Kind - Legendre Form</a>
</h4></div></div></div>
<a name="math_toolkit.special.ellint.ellint_3.synopsis"></a><h6>
-<a name="id1126389"></a>
+<a name="id1233097"></a>
 <a class="link" href="ellint_3.html#math_toolkit.special.ellint.ellint_3.synopsis">Synopsis</a>
 </h6>

@@ -55,7 +55,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.ellint.ellint_3.description"></a><h6>
-<a name="id1126899"></a>
+<a name="id1233607"></a>
 <a class="link" href="ellint_3.html#math_toolkit.special.ellint.ellint_3.description">Description</a>
 </h6>

@@ -91,9 +91,14 @@
 (outside this range the result would be complex).
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ellint_3(T1 k, T2 n);
@@ -114,12 +119,17 @@
 (outside this range the result would be complex).
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.ellint.ellint_3.accuracy"></a><h6>
-<a name="id1127493"></a>
+<a name="id1234208"></a>
 <a class="link" href="ellint_3.html#math_toolkit.special.ellint.ellint_3.accuracy">Accuracy</a>
 </h6>

@@ -231,7 +241,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.ellint.ellint_3.testing"></a><h6>
-<a name="id1127679"></a>
+<a name="id1234394"></a>
 <a class="link" href="ellint_3.html#math_toolkit.special.ellint.ellint_3.testing">Testing</a>
 </h6>

@@ -241,7 +251,7 @@
 this implementation.
 
<a name="math_toolkit.special.ellint.ellint_3.implementation"></a><h6>
-<a name="id1127701"></a>
+<a name="id1234416"></a>
 <a class="link" href="ellint_3.html#math_toolkit.special.ellint.ellint_3.implementation">Implementation</a>
 </h6>

@@ -278,7 +288,7 @@
 Π(n, φ+mπ, k) = Π(n, φ, k) + 2mΠ(n, k) ; n <= 1
 

- Π(n, φ+mπ, k) = Π(n, φ, k) ; n > 1 [<a name="id1127815" href="#ftn.id1127815" class="footnote">1</a>]
+ Π(n, φ+mπ, k) = Π(n, φ, k) ; n > 1 [<a name="id1234530" href="#ftn.id1234530" class="footnote">1</a>]
 

 are used to move φ   to the range [0, π/2].
@@ -298,7 +308,7 @@
 
<div class="footnotes">
 <hr width="100" align="left">
-<div class="footnote">[<a name="ftn.id1127815" href="#id1127815" class="para">1</a>] 
+<div class="footnote">[<a name="ftn.id1234530" href="#id1234530" class="para">1</a>] 
 I haven't been able to find a literature reference for this relation,
 but it appears to be the convention used by Mathematica. Intuitively
 the first 2 * m * Π(n, k) terms cancel out as the

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.ellint.ellint_carlson"></a><a class="link" href="ellint_carlson.html" title="Elliptic Integrals - Carlson Form">Elliptic
+<a name="math_toolkit.special.ellint.ellint_carlson"></a><a class="link" href="ellint_carlson.html" title="Elliptic Integrals - Carlson Form"> Elliptic
 Integrals - Carlson Form</a>
</h4></div></div></div>
<a name="math_toolkit.special.ellint.ellint_carlson.synopsis"></a><h6>
-<a name="id1114470"></a>
+<a name="id1225785"></a>
 <a class="link" href="ellint_carlson.html#math_toolkit.special.ellint.ellint_carlson.synopsis">Synopsis</a>
 </h6>

@@ -100,7 +100,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.ellint.ellint_carlson.description"></a><h6>
-<a name="id1115770"></a>
+<a name="id1227364"></a>
 <a class="link" href="ellint_carlson.html#math_toolkit.special.ellint.ellint_carlson.description">Description</a>
 </h6>

@@ -133,9 +133,14 @@
 be zero. Otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ellint_rd(T1 x, T2 y, T3 z)
@@ -154,9 +159,14 @@
 and that z >= 0. Otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3, class T4>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ellint_rj(T1 x, T2 y, T3 z, T4 p)
@@ -176,9 +186,14 @@
 <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 When p < 0 the function returns the <a href="http://en.wikipedia.org/wiki/Cauchy_principal_value" target="_top">Cauchy
@@ -204,9 +219,14 @@
 Otherwise returns the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 When y < 0 the function returns the <a href="http://mathworld.wolfram.com/CauchyPrincipalValue.html" target="_top">Cauchy
@@ -216,7 +236,7 @@
 <img src="../../../../equations/ellint18.png">
 
<a name="math_toolkit.special.ellint.ellint_carlson.testing"></a><h6>
-<a name="id1119228"></a>
+<a name="id1228652"></a>
 <a class="link" href="ellint_carlson.html#math_toolkit.special.ellint.ellint_carlson.testing">Testing</a>
 </h6>

@@ -239,7 +259,7 @@
 to verify their correctness: see the above Carlson paper for details.
 
<a name="math_toolkit.special.ellint.ellint_carlson.accuracy"></a><h6>
-<a name="id1119269"></a>
+<a name="id1228693"></a>
 <a class="link" href="ellint_carlson.html#math_toolkit.special.ellint.ellint_carlson.accuracy">Accuracy</a>
 </h6>

@@ -393,7 +413,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.ellint.ellint_carlson.implementation"></a><h6>
-<a name="id1119535"></a>
+<a name="id1229506"></a>
 <a class="link" href="ellint_carlson.html#math_toolkit.special.ellint.ellint_carlson.implementation">Implementation</a>
 </h6>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.ellint.ellint_intro"></a><a class="link" href="ellint_intro.html" title="Elliptic Integral Overview">Elliptic
+<a name="math_toolkit.special.ellint.ellint_intro"></a><a class="link" href="ellint_intro.html" title="Elliptic Integral Overview"> Elliptic
 Integral Overview</a>
</h4></div></div></div>

@@ -49,14 +49,14 @@
 Elliptic integral</a>.
 
<a name="math_toolkit.special.ellint.ellint_intro.notation"></a><h5>
-<a name="id1113402"></a>
+<a name="id1224739"></a>
 <a class="link" href="ellint_intro.html#math_toolkit.special.ellint.ellint_intro.notation">Notation</a>
 </h5>

 All variables are real numbers unless otherwise noted.
 
<a name="ellint_def"></a><a name="math_toolkit.special.ellint.ellint_intro.definition"></a><h5>
-<a name="id1113422"></a>
+<a name="id1224759"></a>
 <a class="link" href="ellint_intro.html#math_toolkit.special.ellint.ellint_intro.definition">Definition</a>
 </h5>

@@ -245,7 +245,7 @@
</td></tr>
</table></div>
<a name="ellint_theorem"></a><a name="math_toolkit.special.ellint.ellint_intro.duplication_theorem"></a><h5>
-<a name="id1114022"></a>
+<a name="id1225359"></a>
 <a class="link" href="ellint_intro.html#math_toolkit.special.ellint.ellint_intro.duplication_theorem">Duplication
 Theorem</a>
 </h5>
@@ -257,7 +257,7 @@
 <img src="../../../../equations/ellint13.png">
 
<a name="ellint_formula"></a><a name="math_toolkit.special.ellint.ellint_intro.carlson_s_formulas"></a><h5>
-<a name="id1114076"></a>
+<a name="id1225413"></a>
 <a class="link" href="ellint_intro.html#math_toolkit.special.ellint.ellint_intro.carlson_s_formulas">Carlson's
 Formulas</a>
 </h5>
@@ -275,7 +275,7 @@
 <img src="../../../../equations/ellint15.png">
 
<a name="math_toolkit.special.ellint.ellint_intro.numerical_algorithms"></a><h5>
-<a name="id1114150"></a>
+<a name="id1225487"></a>
 <a class="link" href="ellint_intro.html#math_toolkit.special.ellint.ellint_intro.numerical_algorithms">Numerical
 Algorithms</a>
 </h5>
@@ -289,7 +289,7 @@
 integrals with satisfactory precisions.
 
<a name="ellint_refs"></a><a name="math_toolkit.special.ellint.ellint_intro.references"></a><h5>
-<a name="id1114182"></a>
+<a name="id1225519"></a>
 <a class="link" href="ellint_intro.html#math_toolkit.special.ellint.ellint_intro.references">References</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,13 +24,13 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.expint"></a><a class="link" href="expint.html" title="Exponential Integrals">Exponential Integrals</a>
+<a name="math_toolkit.special.expint"></a><a class="link" href="expint.html" title="Exponential Integrals"> Exponential Integrals</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="expint/expint_n.html">Exponential Integral
- En</a></dt>
-<dt><a href="expint/expint_i.html">Exponential Integral
- Ei</a></dt>
+<dt><a href="expint/expint_n.html"> Exponential
+ Integral En</a></dt>
+<dt><a href="expint/expint_i.html"> Exponential
+ Integral Ei</a></dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.expint.expint_i"></a><a class="link" href="expint_i.html" title="Exponential Integral Ei">Exponential Integral
- Ei</a>
+<a name="math_toolkit.special.expint.expint_i"></a><a class="link" href="expint_i.html" title="Exponential Integral Ei"> Exponential
+ Integral Ei</a>
</h4></div></div></div>
<a name="math_toolkit.special.expint.expint_i.synopsis"></a><h5>
-<a name="id1131116"></a>
+<a name="id1236733"></a>
 <a class="link" href="expint_i.html#math_toolkit.special.expint.expint_i.synopsis">Synopsis</a>
 </h5>

@@ -53,12 +53,17 @@
 type calculation rules</a>: the return type is <code class="computeroutput">double</code> if T is an integer type, and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.expint.expint_i.description"></a><h5>
-<a name="id1131373"></a>
+<a name="id1236994"></a>
 <a class="link" href="expint_i.html#math_toolkit.special.expint.expint_i.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -78,7 +83,7 @@
 <img src="../../../../graphs/expint_i.png" align="middle">
 
<a name="math_toolkit.special.expint.expint_i.accuracy"></a><h5>
-<a name="id1131571"></a>
+<a name="id1237222"></a>
 <a class="link" href="expint_i.html#math_toolkit.special.expint.expint_i.accuracy">Accuracy</a>
 </h5>

@@ -202,7 +207,7 @@
 slightly over the range [4,6].
 
<a name="math_toolkit.special.expint.expint_i.testing"></a><h5>
-<a name="id1131770"></a>
+<a name="id1237421"></a>
 <a class="link" href="expint_i.html#math_toolkit.special.expint.expint_i.testing">Testing</a>
 </h5>

@@ -217,7 +222,7 @@
 check.
 
<a name="math_toolkit.special.expint.expint_i.implementation"></a><h5>
-<a name="id1131797"></a>
+<a name="id1237447"></a>
 <a class="link" href="expint_i.html#math_toolkit.special.expint.expint_i.implementation">Implementation</a>
 </h5>

@@ -247,7 +252,7 @@
 a minimax rational approximation rescaled so that it is evaluated over
 [-1,1]. Note that while the rational approximation over [0,6] converges
 rapidly to the minimax solution it is rather ill-conditioned in practice.
- Cody and Thacher [<a name="id1131884" href="#ftn.id1131884" class="footnote">2</a>] experienced the same issue and converted the polynomials into
+ Cody and Thacher [<a name="id1237535" href="#ftn.id1237535" class="footnote">2</a>] experienced the same issue and converted the polynomials into
 Chebeshev form to ensure stable computation. By experiment we found that
 the polynomials are just as stable in polynomial as Chebyshev form, provided
 they are computed over the interval [-1,1].
@@ -277,7 +282,7 @@
 
<div class="footnotes">
 <hr width="100" align="left">
-<div class="footnote">[<a name="ftn.id1131884" href="#id1131884" class="para">2</a>] 
+<div class="footnote">[<a name="ftn.id1237535" href="#id1237535" class="para">2</a>] 
 W. J. Cody and H. C. Thacher, Jr., Rational Chebyshev approximations
 for the exponential integral E1(x), Math. Comp. 22 (1968), 641-649, and
 W. J. Cody and H. C. Thacher, Jr., Chebyshev approximations for the exponential

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.expint.expint_n"></a><a class="link" href="expint_n.html" title="Exponential Integral En">Exponential Integral
- En</a>
+<a name="math_toolkit.special.expint.expint_n"></a><a class="link" href="expint_n.html" title="Exponential Integral En"> Exponential
+ Integral En</a>
</h4></div></div></div>
<a name="math_toolkit.special.expint.expint_n.synopsis"></a><h5>
-<a name="id1128885"></a>
+<a name="id1235741"></a>
 <a class="link" href="expint_n.html#math_toolkit.special.expint.expint_n.synopsis">Synopsis</a>
 </h5>

@@ -53,12 +53,17 @@
 type calculation rules</a>: the return type is <code class="computeroutput">double</code> if T is an integer type, and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.expint.expint_n.description"></a><h5>
-<a name="id1129168"></a>
+<a name="id1236028"></a>
 <a class="link" href="expint_n.html#math_toolkit.special.expint.expint_n.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -78,7 +83,7 @@
 <img src="../../../../graphs/expint2.png" align="middle">
 
<a name="math_toolkit.special.expint.expint_n.accuracy"></a><h5>
-<a name="id1129393"></a>
+<a name="id1236252"></a>
 <a class="link" href="expint_n.html#math_toolkit.special.expint.expint_n.accuracy">Accuracy</a>
 </h5>

@@ -220,7 +225,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.expint.expint_n.testing"></a><h5>
-<a name="id1130879"></a>
+<a name="id1236496"></a>
 <a class="link" href="expint_n.html#math_toolkit.special.expint.expint_n.testing">Testing</a>
 </h5>

@@ -235,7 +240,7 @@
 check.
 
<a name="math_toolkit.special.expint.expint_n.implementation"></a><h5>
-<a name="id1130905"></a>
+<a name="id1236522"></a>
 <a class="link" href="expint_n.html#math_toolkit.special.expint.expint_n.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,18 +24,18 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.factorials"></a><a class="link" href="factorials.html" title="Factorials and Binomial Coefficients">Factorials and Binomial
+<a name="math_toolkit.special.factorials"></a><a class="link" href="factorials.html" title="Factorials and Binomial Coefficients"> Factorials and Binomial
Coefficients</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Factorial</dt>
-<dt><a href="factorials/sf_double_factorial.html">Double
- Factorial</a></dt>
-<dt><a href="factorials/sf_rising_factorial.html">Rising
- Factorial</a></dt>
-<dt><a href="factorials/sf_falling_factorial.html">Falling
- Factorial</a></dt>
-<dt><a href="factorials/sf_binomial.html">Binomial
+<dt> Factorial</dt>
+<dt><a href="factorials/sf_double_factorial.html">
+ Double Factorial</a></dt>
+<dt><a href="factorials/sf_rising_factorial.html">
+ Rising Factorial</a></dt>
+<dt><a href="factorials/sf_falling_factorial.html">
+ Falling Factorial</a></dt>
+<dt><a href="factorials/sf_binomial.html"> Binomial
Coefficients</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.factorials.sf_binomial"></a><a class="link" href="sf_binomial.html" title="Binomial Coefficients">Binomial
+<a name="math_toolkit.special.factorials.sf_binomial"></a><a class="link" href="sf_binomial.html" title="Binomial Coefficients"> Binomial
 Coefficients</a>
</h4></div></div></div>

@@ -51,9 +51,14 @@
 Requires k <= n.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 May return the result of <a class="link" href="../../main_overview/error_handling.html#overflow_error">overflow_error</a>
@@ -90,7 +95,7 @@
</td></tr>
</table></div>
<a name="math_toolkit.special.factorials.sf_binomial.accuracy"></a><h5>
-<a name="id1073521"></a>
+<a name="id1183747"></a>
 <a class="link" href="sf_binomial.html#math_toolkit.special.factorials.sf_binomial.accuracy">Accuracy</a>
 </h5>

@@ -99,14 +104,14 @@
 function for larger arguments.
 
<a name="math_toolkit.special.factorials.sf_binomial.testing"></a><h5>
-<a name="id1073543"></a>
+<a name="id1183769"></a>
 <a class="link" href="sf_binomial.html#math_toolkit.special.factorials.sf_binomial.testing">Testing</a>
 </h5>

 The spot tests for the binomial coefficients use data generated by functions.wolfram.com.
 
<a name="math_toolkit.special.factorials.sf_binomial.implementation"></a><h5>
-<a name="id1073562"></a>
+<a name="id1183788"></a>
 <a class="link" href="sf_binomial.html#math_toolkit.special.factorials.sf_binomial.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.factorials.sf_double_factorial"></a><a class="link" href="sf_double_factorial.html" title="Double Factorial">Double
- Factorial</a>
+<a name="math_toolkit.special.factorials.sf_double_factorial"></a><a class="link" href="sf_double_factorial.html" title="Double Factorial">
+ Double Factorial</a>
</h4></div></div></div>


@@ -48,9 +48,14 @@
 Returns <code class="literal">i!!</code>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 May return the result of <a class="link" href="../../main_overview/error_handling.html#overflow_error">overflow_error</a>
@@ -89,7 +94,7 @@
</td></tr>
</table></div>
<a name="math_toolkit.special.factorials.sf_double_factorial.accuracy"></a><h5>
-<a name="id1072214"></a>
+<a name="id1181776"></a>
 <a class="link" href="sf_double_factorial.html#math_toolkit.special.factorials.sf_double_factorial.accuracy">Accuracy</a>
 </h5>

@@ -97,14 +102,14 @@
 so error rates should be no more than a couple of epsilon higher.
 
<a name="math_toolkit.special.factorials.sf_double_factorial.testing"></a><h5>
-<a name="id1072236"></a>
+<a name="id1181798"></a>
 <a class="link" href="sf_double_factorial.html#math_toolkit.special.factorials.sf_double_factorial.testing">Testing</a>
 </h5>

 The spot tests for the double factorial use data generated by functions.wolfram.com.
 
<a name="math_toolkit.special.factorials.sf_double_factorial.implementation"></a><h5>
-<a name="id1072255"></a>
+<a name="id1181817"></a>
 <a class="link" href="sf_double_factorial.html#math_toolkit.special.factorials.sf_double_factorial.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.factorials.sf_factorial"></a><a class="link" href="sf_factorial.html" title="Factorial">Factorial</a>
+<a name="math_toolkit.special.factorials.sf_factorial"></a><a class="link" href="sf_factorial.html" title="Factorial"> Factorial</a>
</h4></div></div></div>
<a name="math_toolkit.special.factorials.sf_factorial.synopsis"></a><h5>
-<a name="id1070982"></a>
+<a name="id1179274"></a>
 <a class="link" href="sf_factorial.html#math_toolkit.special.factorials.sf_factorial.synopsis">Synopsis</a>
 </h5>

@@ -54,7 +54,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.factorials.sf_factorial.description"></a><h5>
-<a name="id1071290"></a>
+<a name="id1180845"></a>
 <a class="link" href="sf_factorial.html#math_toolkit.special.factorials.sf_factorial.description">Description</a>
 </h5>
<div class="important"><table border="0" summary="Important">
@@ -97,9 +97,14 @@
 Returns <code class="literal">i!</code>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 For <code class="literal">i <= max_factorial<T>::value</code> this is implemented
@@ -137,7 +142,7 @@
 the size of further tables that depend on the factorials.
 
<a name="math_toolkit.special.factorials.sf_factorial.accuracy"></a><h5>
-<a name="id1071754"></a>
+<a name="id1181313"></a>
 <a class="link" href="sf_factorial.html#math_toolkit.special.factorials.sf_factorial.accuracy">Accuracy</a>
 </h5>

@@ -146,7 +151,7 @@
 will be the same as for <a class="link" href="../sf_gamma/tgamma.html" title="Gamma">tgamma</a>.
 
<a name="math_toolkit.special.factorials.sf_factorial.testing"></a><h5>
-<a name="id1071798"></a>
+<a name="id1181356"></a>
 <a class="link" href="sf_factorial.html#math_toolkit.special.factorials.sf_factorial.testing">Testing</a>
 </h5>

@@ -155,7 +160,7 @@
 function handle those cases already.
 
<a name="math_toolkit.special.factorials.sf_factorial.implementation"></a><h5>
-<a name="id1071823"></a>
+<a name="id1181382"></a>
 <a class="link" href="sf_factorial.html#math_toolkit.special.factorials.sf_factorial.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.factorials.sf_falling_factorial"></a><a class="link" href="sf_falling_factorial.html" title="Falling Factorial">Falling
- Factorial</a>
+<a name="math_toolkit.special.factorials.sf_falling_factorial"></a><a class="link" href="sf_falling_factorial.html" title="Falling Factorial">
+ Falling Factorial</a>
</h4></div></div></div>


@@ -57,9 +57,14 @@
 however.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 May return the result of <a class="link" href="../../main_overview/error_handling.html#overflow_error">overflow_error</a>
@@ -71,7 +76,7 @@
 the type of the result is T.
 
<a name="math_toolkit.special.factorials.sf_falling_factorial.accuracy"></a><h5>
-<a name="id1073045"></a>
+<a name="id1182584"></a>
 <a class="link" href="sf_falling_factorial.html#math_toolkit.special.factorials.sf_falling_factorial.accuracy">Accuracy</a>
 </h5>

@@ -79,14 +84,14 @@
 function.
 
<a name="math_toolkit.special.factorials.sf_falling_factorial.testing"></a><h5>
-<a name="id1073071"></a>
+<a name="id1182610"></a>
 <a class="link" href="sf_falling_factorial.html#math_toolkit.special.factorials.sf_falling_factorial.testing">Testing</a>
 </h5>

 The spot tests for the falling factorials use data generated by functions.wolfram.com.
 
<a name="math_toolkit.special.factorials.sf_falling_factorial.implementation"></a><h5>
-<a name="id1073090"></a>
+<a name="id1182630"></a>
 <a class="link" href="sf_falling_factorial.html#math_toolkit.special.factorials.sf_falling_factorial.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,8 +24,8 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.factorials.sf_rising_factorial"></a><a class="link" href="sf_rising_factorial.html" title="Rising Factorial">Rising
- Factorial</a>
+<a name="math_toolkit.special.factorials.sf_rising_factorial"></a><a class="link" href="sf_rising_factorial.html" title="Rising Factorial">
+ Rising Factorial</a>
</h4></div></div></div>


@@ -61,9 +61,14 @@
 negative as well as positive.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 May return the result of <a class="link" href="../../main_overview/error_handling.html#overflow_error">overflow_error</a>
@@ -75,7 +80,7 @@
 the type of the result is T.
 
<a name="math_toolkit.special.factorials.sf_rising_factorial.accuracy"></a><h5>
-<a name="id1072652"></a>
+<a name="id1182188"></a>
 <a class="link" href="sf_rising_factorial.html#math_toolkit.special.factorials.sf_rising_factorial.accuracy">Accuracy</a>
 </h5>

@@ -83,14 +88,14 @@
 function.
 
<a name="math_toolkit.special.factorials.sf_rising_factorial.testing"></a><h5>
-<a name="id1072679"></a>
+<a name="id1182214"></a>
 <a class="link" href="sf_rising_factorial.html#math_toolkit.special.factorials.sf_rising_factorial.testing">Testing</a>
 </h5>

 The spot tests for the rising factorials use data generated by functions.wolfram.com.
 
<a name="math_toolkit.special.factorials.sf_rising_factorial.implementation"></a><h5>
-<a name="id1072698"></a>
+<a name="id1182234"></a>
 <a class="link" href="sf_rising_factorial.html#math_toolkit.special.factorials.sf_rising_factorial.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,14 +24,14 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.inv_hyper"></a><a class="link" href="inv_hyper.html" title="Inverse Hyperbolic Functions">Inverse Hyperbolic Functions</a>
+<a name="math_toolkit.special.inv_hyper"></a><a class="link" href="inv_hyper.html" title="Inverse Hyperbolic Functions"> Inverse Hyperbolic Functions</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="inv_hyper/inv_hyper_over.html">Inverse
+<dt><a href="inv_hyper/inv_hyper_over.html"> Inverse
Hyperbolic Functions Overview</a></dt>
-<dt>acosh</dt>
-<dt>asinh</dt>
-<dt>atanh</dt>
+<dt> acosh</dt>
+<dt> asinh</dt>
+<dt> atanh</dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.inv_hyper.acosh"></a><a class="link" href="acosh.html" title="acosh">acosh</a>
+<a name="math_toolkit.special.inv_hyper.acosh"></a><a class="link" href="acosh.html" title="acosh"> acosh</a>
</h4></div></div></div>


@@ -54,22 +54,27 @@
 otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 <img src="../../../../graphs/acosh.png" align="middle">
 
<a name="math_toolkit.special.inv_hyper.acosh.accuracy"></a><h5>
-<a name="id1141751"></a>
+<a name="id1245639"></a>
 <a class="link" href="acosh.html#math_toolkit.special.inv_hyper.acosh.accuracy">Accuracy</a>
 </h5>

 Generally accuracy is to within 1 or 2 epsilon across all supported platforms.
 
<a name="math_toolkit.special.inv_hyper.acosh.testing"></a><h5>
-<a name="id1141768"></a>
+<a name="id1245656"></a>
 <a class="link" href="acosh.html#math_toolkit.special.inv_hyper.acosh.testing">Testing</a>
 </h5>

@@ -85,7 +90,7 @@
 to at least 50 decimal digits.
 
<a name="math_toolkit.special.inv_hyper.acosh.implementation"></a><h5>
-<a name="id1141812"></a>
+<a name="id1247339"></a>
 <a class="link" href="acosh.html#math_toolkit.special.inv_hyper.acosh.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.inv_hyper.asinh"></a><a class="link" href="asinh.html" title="asinh">asinh</a>
+<a name="math_toolkit.special.inv_hyper.asinh"></a><a class="link" href="asinh.html" title="asinh"> asinh</a>
</h4></div></div></div>


@@ -52,19 +52,24 @@
 <img src="../../../../graphs/asinh.png" align="middle">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.inv_hyper.asinh.accuracy"></a><h5>
-<a name="id1142215"></a>
+<a name="id1247746"></a>
 <a class="link" href="asinh.html#math_toolkit.special.inv_hyper.asinh.accuracy">Accuracy</a>
 </h5>

 Generally accuracy is to within 1 or 2 epsilon across all supported platforms.
 
<a name="math_toolkit.special.inv_hyper.asinh.testing"></a><h5>
-<a name="id1142232"></a>
+<a name="id1247762"></a>
 <a class="link" href="asinh.html#math_toolkit.special.inv_hyper.asinh.testing">Testing</a>
 </h5>

@@ -80,7 +85,7 @@
 to at least 50 decimal digits.
 
<a name="math_toolkit.special.inv_hyper.asinh.implementation"></a><h5>
-<a name="id1142277"></a>
+<a name="id1247807"></a>
 <a class="link" href="asinh.html#math_toolkit.special.inv_hyper.asinh.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.inv_hyper.atanh"></a><a class="link" href="atanh.html" title="atanh">atanh</a>
+<a name="math_toolkit.special.inv_hyper.atanh"></a><a class="link" href="atanh.html" title="atanh"> atanh</a>
</h4></div></div></div>


@@ -44,9 +44,14 @@
 hyperbolic tangent function</a>, at x.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 If x is in the range <code class="literal">]-∞;-1[</code> or in the range <code class="literal">]+1;+∞[</code>
@@ -71,14 +76,14 @@
 <img src="../../../../graphs/atanh.png" align="middle">
 
<a name="math_toolkit.special.inv_hyper.atanh.accuracy"></a><h5>
-<a name="id1142723"></a>
+<a name="id1248257"></a>
 <a class="link" href="atanh.html#math_toolkit.special.inv_hyper.atanh.accuracy">Accuracy</a>
 </h5>

 Generally accuracy is to within 1 or 2 epsilon across all supported platforms.
 
<a name="math_toolkit.special.inv_hyper.atanh.testing"></a><h5>
-<a name="id1142740"></a>
+<a name="id1248274"></a>
 <a class="link" href="atanh.html#math_toolkit.special.inv_hyper.atanh.testing">Testing</a>
 </h5>

@@ -94,7 +99,7 @@
 to at least 50 decimal digits.
 
<a name="math_toolkit.special.inv_hyper.atanh.implementation"></a><h5>
-<a name="id1142784"></a>
+<a name="id1248318"></a>
 <a class="link" href="atanh.html#math_toolkit.special.inv_hyper.atanh.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.inv_hyper.inv_hyper_over"></a><a class="link" href="inv_hyper_over.html" title="Inverse Hyperbolic Functions Overview">Inverse
+<a name="math_toolkit.special.inv_hyper.inv_hyper_over"></a><a class="link" href="inv_hyper_over.html" title="Inverse Hyperbolic Functions Overview"> Inverse
Hyperbolic Functions Overview</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,17 +24,17 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.powers"></a><a class="link" href="powers.html" title="Logs, Powers, Roots and Exponentials">Logs, Powers, Roots and
+<a name="math_toolkit.special.powers"></a><a class="link" href="powers.html" title="Logs, Powers, Roots and Exponentials"> Logs, Powers, Roots and
Exponentials</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>log1p</dt>
-<dt>expm1</dt>
-<dt>cbrt</dt>
-<dt>sqrt1pm1</dt>
-<dt>powm1</dt>
-<dt>hypot</dt>
-<dt><a href="powers/ct_pow.html">Compile Time Power
+<dt> log1p</dt>
+<dt> expm1</dt>
+<dt> cbrt</dt>
+<dt> sqrt1pm1</dt>
+<dt> powm1</dt>
+<dt> hypot</dt>
+<dt><a href="powers/ct_pow.html"> Compile Time Power
of a Runtime Base</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.cbrt"></a><a class="link" href="cbrt.html" title="cbrt">cbrt</a>
+<a name="math_toolkit.special.powers.cbrt"></a><a class="link" href="cbrt.html" title="cbrt"> cbrt</a>
</h4></div></div></div>


@@ -52,9 +52,14 @@
 when x is an integer type and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 Implemented using Halley iteration.
@@ -66,7 +71,7 @@
 <img src="../../../../graphs/cbrt.png" align="middle">
 
<a name="math_toolkit.special.powers.cbrt.accuracy"></a><h5>
-<a name="id1134666"></a>
+<a name="id1239078"></a>
 <a class="link" href="cbrt.html#math_toolkit.special.powers.cbrt.accuracy">Accuracy</a>
 </h5>

@@ -74,7 +79,7 @@
 should have approximately 2 epsilon accuracy.
 
<a name="math_toolkit.special.powers.cbrt.testing"></a><h5>
-<a name="id1134690"></a>
+<a name="id1239102"></a>
 <a class="link" href="cbrt.html#math_toolkit.special.powers.cbrt.testing">Testing</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.ct_pow"></a><a class="link" href="ct_pow.html" title="Compile Time Power of a Runtime Base">Compile Time Power
+<a name="math_toolkit.special.powers.ct_pow"></a><a class="link" href="ct_pow.html" title="Compile Time Power of a Runtime Base"> Compile Time Power
 of a Runtime Base</a>
</h4></div></div></div>

@@ -32,7 +32,7 @@
 computes the compile-time integral power of a run-time base.
 
<a name="math_toolkit.special.powers.ct_pow.synopsis"></a><h5>
-<a name="id1135831"></a>
+<a name="id1241640"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.synopsis">Synopsis</a>
 </h5>

@@ -49,7 +49,7 @@
}}
</pre>
<a name="math_toolkit.special.powers.ct_pow.rationale_and_usage"></a><h5>
-<a name="id1136093"></a>
+<a name="id1241901"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.rationale_and_usage">Rationale
 and Usage</a>
 </h5>
@@ -91,7 +91,7 @@
 Only 3 different products were actually computed.
 
<a name="math_toolkit.special.powers.ct_pow.return_type"></a><h5>
-<a name="id1136365"></a>
+<a name="id1242174"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.return_type">Return Type</a>
 </h5>

@@ -112,16 +112,21 @@
 </li>
</ul></div>
<a name="math_toolkit.special.powers.ct_pow.policies"></a><h5>
-<a name="id1137148"></a>
+<a name="id1242267"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.policies">Policies</a>
 </h5>

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.powers.ct_pow.error_handling"></a><h5>
-<a name="id1137174"></a>
+<a name="id1242297"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.error_handling">Error
 Handling</a>
 </h5>
@@ -227,7 +232,7 @@
double result = pow<-5>(base);
</pre>
<a name="math_toolkit.special.powers.ct_pow.acknowledgements"></a><h5>
-<a name="id1138014"></a>
+<a name="id1243684"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.acknowledgements">Acknowledgements</a>
 </h5>

@@ -238,7 +243,7 @@
improving the implementation.
 
<a name="math_toolkit.special.powers.ct_pow.references"></a><h5>
-<a name="id1138035"></a>
+<a name="id1243704"></a>
 <a class="link" href="ct_pow.html#math_toolkit.special.powers.ct_pow.references">References</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.expm1"></a><a class="link" href="expm1.html" title="expm1">expm1</a>
+<a name="math_toolkit.special.powers.expm1"></a><a class="link" href="expm1.html" title="expm1"> expm1</a>
</h4></div></div></div>


@@ -52,9 +52,14 @@
 when x is an integer type and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 For small x, then <code class="computeroutput">ex</code> is very close to 1, as a result calculating <code class="computeroutput">ex - 1</code> results in
@@ -75,7 +80,7 @@
 <img src="../../../../graphs/expm1.png" align="middle">
 
<a name="math_toolkit.special.powers.expm1.accuracy"></a><h5>
-<a name="id1134326"></a>
+<a name="id1238735"></a>
 <a class="link" href="expm1.html#math_toolkit.special.powers.expm1.accuracy">Accuracy</a>
 </h5>

@@ -83,7 +88,7 @@
 should have approximately 1 epsilon accuracy.
 
<a name="math_toolkit.special.powers.expm1.testing"></a><h5>
-<a name="id1134350"></a>
+<a name="id1238759"></a>
 <a class="link" href="expm1.html#math_toolkit.special.powers.expm1.testing">Testing</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.hypot"></a><a class="link" href="hypot.html" title="hypot">hypot</a>
+<a name="math_toolkit.special.powers.hypot"></a><a class="link" href="hypot.html" title="hypot"> hypot</a>
</h4></div></div></div>
<pre class="programlisting">template <class T1, class T2>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> hypot(T1 x, T2 y);
@@ -43,9 +43,14 @@
 types.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 When calculating <img src="../../../../equations/hypot.png"> it's quite easy for the intermediate terms to
@@ -53,7 +58,7 @@
 representable.
 
<a name="math_toolkit.special.powers.hypot.implementation"></a><h5>
-<a name="id1135747"></a>
+<a name="id1241556"></a>
 <a class="link" href="hypot.html#math_toolkit.special.powers.hypot.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.log1p"></a><a class="link" href="log1p.html" title="log1p">log1p</a>
+<a name="math_toolkit.special.powers.log1p"></a><a class="link" href="log1p.html" title="log1p"> log1p</a>
</h4></div></div></div>


@@ -52,9 +52,14 @@
 when x is an integer type and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 There are many situations where it is desirable to compute <code class="computeroutput">log(x+1)</code>. However, for small <code class="computeroutput">x</code>
@@ -88,7 +93,7 @@
 <img src="../../../../graphs/log1p.png" align="middle">
 
<a name="math_toolkit.special.powers.log1p.accuracy"></a><h5>
-<a name="id1132675"></a>
+<a name="id1238329"></a>
 <a class="link" href="log1p.html#math_toolkit.special.powers.log1p.accuracy">Accuracy</a>
 </h5>

@@ -96,7 +101,7 @@
 should have approximately 1 epsilon accuracy.
 
<a name="math_toolkit.special.powers.log1p.testing"></a><h5>
-<a name="id1132699"></a>
+<a name="id1238353"></a>
 <a class="link" href="log1p.html#math_toolkit.special.powers.log1p.testing">Testing</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.powm1"></a><a class="link" href="powm1.html" title="powm1">powm1</a>
+<a name="math_toolkit.special.powers.powm1"></a><a class="link" href="powm1.html" title="powm1"> powm1</a>
</h4></div></div></div>


@@ -51,9 +51,14 @@
 type calculation rules</a> when T1 and T2 are dufferent types.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 There are two domains where this is useful: when y is very small, or when
@@ -69,14 +74,14 @@
 <img src="../../../../graphs/powm1.png" align="middle">
 
<a name="math_toolkit.special.powers.powm1.accuracy"></a><h5>
-<a name="id1135447"></a>
+<a name="id1241252"></a>
 <a class="link" href="powm1.html#math_toolkit.special.powers.powm1.accuracy">Accuracy</a>
 </h5>

 Should have approximately 2-3 epsilon accuracy.
 
<a name="math_toolkit.special.powers.powm1.testing"></a><h5>
-<a name="id1135464"></a>
+<a name="id1241269"></a>
 <a class="link" href="powm1.html#math_toolkit.special.powers.powm1.testing">Testing</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.powers.sqrt1pm1"></a><a class="link" href="sqrt1pm1.html" title="sqrt1pm1">sqrt1pm1</a>
+<a name="math_toolkit.special.powers.sqrt1pm1"></a><a class="link" href="sqrt1pm1.html" title="sqrt1pm1"> sqrt1pm1</a>
</h4></div></div></div>


@@ -52,9 +52,14 @@
 when x is an integer type and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 This function is useful when you need the difference between sqrt(x) and
@@ -71,7 +76,7 @@
 <img src="../../../../graphs/sqrt1pm1.png" align="middle">
 
<a name="math_toolkit.special.powers.sqrt1pm1.accuracy"></a><h5>
-<a name="id1135055"></a>
+<a name="id1240856"></a>
 <a class="link" href="sqrt1pm1.html#math_toolkit.special.powers.sqrt1pm1.accuracy">Accuracy</a>
 </h5>

@@ -79,7 +84,7 @@
 should have approximately 3 epsilon accuracy.
 
<a name="math_toolkit.special.powers.sqrt1pm1.testing"></a><h5>
-<a name="id1135079"></a>
+<a name="id1240880"></a>
 <a class="link" href="sqrt1pm1.html#math_toolkit.special.powers.sqrt1pm1.testing">Testing</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,15 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.sf_beta"></a><a class="link" href="sf_beta.html" title="Beta Functions">Beta Functions</a>
+<a name="math_toolkit.special.sf_beta"></a><a class="link" href="sf_beta.html" title="Beta Functions"> Beta Functions</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Beta</dt>
-<dt><a href="sf_beta/ibeta_function.html">Incomplete
+<dt> Beta</dt>
+<dt><a href="sf_beta/ibeta_function.html"> Incomplete
 Beta Functions</a></dt>
-<dt><a href="sf_beta/ibeta_inv_function.html">The
+<dt><a href="sf_beta/ibeta_inv_function.html"> The
 Incomplete Beta Function Inverses</a></dt>
-<dt><a href="sf_beta/beta_derivative.html">Derivative
+<dt><a href="sf_beta/beta_derivative.html"> Derivative
 of the Incomplete Beta Function</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_beta.beta_derivative"></a><a class="link" href="beta_derivative.html" title="Derivative of the Incomplete Beta Function">Derivative
+<a name="math_toolkit.special.sf_beta.beta_derivative"></a><a class="link" href="beta_derivative.html" title="Derivative of the Incomplete Beta Function"> Derivative
 of the Incomplete Beta Function</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_beta.beta_derivative.synopsis"></a><h5>
-<a name="id1088234"></a>
+<a name="id1197314"></a>
 <a class="link" href="beta_derivative.html#math_toolkit.special.sf_beta.beta_derivative.synopsis">Synopsis</a>
 </h5>

@@ -49,7 +49,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_beta.beta_derivative.description"></a><h5>
-<a name="id1088568"></a>
+<a name="id1198120"></a>
 <a class="link" href="beta_derivative.html#math_toolkit.special.sf_beta.beta_derivative.description">Description</a>
 </h5>

@@ -66,19 +66,24 @@
 types.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.sf_beta.beta_derivative.accuracy"></a><h5>
-<a name="id1088644"></a>
+<a name="id1198200"></a>
 <a class="link" href="beta_derivative.html#math_toolkit.special.sf_beta.beta_derivative.accuracy">Accuracy</a>
 </h5>

 Almost identical to the incomplete beta function <a class="link" href="ibeta_function.html" title="Incomplete Beta Functions">ibeta</a>.
 
<a name="math_toolkit.special.sf_beta.beta_derivative.implementation"></a><h5>
-<a name="id1088669"></a>
+<a name="id1198225"></a>
 <a class="link" href="beta_derivative.html#math_toolkit.special.sf_beta.beta_derivative.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_beta.beta_function"></a><a class="link" href="beta_function.html" title="Beta">Beta</a>
+<a name="math_toolkit.special.sf_beta.beta_function"></a><a class="link" href="beta_function.html" title="Beta"> Beta</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_beta.beta_function.synopsis"></a><h5>
-<a name="id1073652"></a>
+<a name="id1183878"></a>
 <a class="link" href="beta_function.html#math_toolkit.special.sf_beta.beta_function.synopsis">Synopsis</a>
 </h5>

@@ -48,7 +48,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_beta.beta_function.description"></a><h5>
-<a name="id1073931"></a>
+<a name="id1184158"></a>
 <a class="link" href="beta_function.html#math_toolkit.special.sf_beta.beta_function.description">Description</a>
 </h5>

@@ -61,9 +61,14 @@
 <img src="../../../../graphs/beta.png" align="middle">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 There are effectively two versions of this function internally: a fully
@@ -81,7 +86,7 @@
 type calculation rules</a> when T1 and T2 are different types.
 
<a name="math_toolkit.special.sf_beta.beta_function.accuracy"></a><h5>
-<a name="id1074039"></a>
+<a name="id1184269"></a>
 <a class="link" href="beta_function.html#math_toolkit.special.sf_beta.beta_function.accuracy">Accuracy</a>
 </h5>

@@ -239,7 +244,7 @@
 very small.
 
<a name="math_toolkit.special.sf_beta.beta_function.testing"></a><h5>
-<a name="id1074303"></a>
+<a name="id1184533"></a>
 <a class="link" href="beta_function.html#math_toolkit.special.sf_beta.beta_function.testing">Testing</a>
 </h5>

@@ -248,7 +253,7 @@
 at 1000-bit precision.
 
<a name="math_toolkit.special.sf_beta.beta_function.implementation"></a><h5>
-<a name="id1074327"></a>
+<a name="id1184557"></a>
 <a class="link" href="beta_function.html#math_toolkit.special.sf_beta.beta_function.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_beta.ibeta_function"></a><a class="link" href="ibeta_function.html" title="Incomplete Beta Functions">Incomplete
+<a name="math_toolkit.special.sf_beta.ibeta_function"></a><a class="link" href="ibeta_function.html" title="Incomplete Beta Functions"> Incomplete
 Beta Functions</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_beta.ibeta_function.synopsis"></a><h5>
-<a name="id1076213"></a>
+<a name="id1184791"></a>
 <a class="link" href="ibeta_function.html#math_toolkit.special.sf_beta.ibeta_function.synopsis">Synopsis</a>
 </h5>

@@ -67,7 +67,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_beta.ibeta_function.description"></a><h5>
-<a name="id1077229"></a>
+<a name="id1187249"></a>
 <a class="link" href="ibeta_function.html#math_toolkit.special.sf_beta.ibeta_function.description">Description</a>
 </h5>

@@ -99,9 +99,14 @@
 types.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ibeta(T1 a, T2 b, T3 x);
@@ -158,7 +163,7 @@
 <img src="../../../../equations/ibeta2.png">
 
<a name="math_toolkit.special.sf_beta.ibeta_function.accuracy"></a><h5>
-<a name="id1078947"></a>
+<a name="id1188424"></a>
 <a class="link" href="ibeta_function.html#math_toolkit.special.sf_beta.ibeta_function.accuracy">Accuracy</a>
 </h5>

@@ -865,7 +870,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.sf_beta.ibeta_function.testing"></a><h5>
-<a name="id1080188"></a>
+<a name="id1190355"></a>
 <a class="link" href="ibeta_function.html#math_toolkit.special.sf_beta.ibeta_function.testing">Testing</a>
 </h5>

@@ -883,7 +888,7 @@
 have test data that is fully independent of the code.
 
<a name="math_toolkit.special.sf_beta.ibeta_function.implementation"></a><h5>
-<a name="id1080224"></a>
+<a name="id1190391"></a>
 <a class="link" href="ibeta_function.html#math_toolkit.special.sf_beta.ibeta_function.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_beta.ibeta_inv_function"></a><a class="link" href="ibeta_inv_function.html" title="The Incomplete Beta Function Inverses">The
+<a name="math_toolkit.special.sf_beta.ibeta_inv_function"></a><a class="link" href="ibeta_inv_function.html" title="The Incomplete Beta Function Inverses"> The
 Incomplete Beta Function Inverses</a>
</h4></div></div></div>

@@ -87,7 +87,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_beta.ibeta_inv_function.description"></a><h5>
-<a name="id1082565"></a>
+<a name="id1192726"></a>
 <a class="link" href="ibeta_inv_function.html#math_toolkit.special.sf_beta.ibeta_inv_function.description">Description</a>
 </h5>

@@ -97,9 +97,14 @@
 incomplete beta (p) or its complement (q).
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<div class="tip"><table border="0" summary="Tip">
<tr>
@@ -161,9 +166,14 @@
 1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ibetac_inv(T1 a, T2 b, T3 q);
@@ -199,9 +209,14 @@
 1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ibeta_inva(T1 b, T2 x, T3 p);
@@ -220,9 +235,14 @@
 and 0 <= p <= 1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ibetac_inva(T1 b, T2 x, T3 p);
@@ -241,9 +261,14 @@
 and 0 <= q <= 1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ibeta_invb(T1 b, T2 x, T3 p);
@@ -262,9 +287,14 @@
 and 0 <= p <= 1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2, class T3>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> ibetac_invb(T1 b, T2 x, T3 p);
@@ -283,12 +313,17 @@
 and 0 <= q <= 1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.sf_beta.ibeta_inv_function.accuracy"></a><h5>
-<a name="id1087438"></a>
+<a name="id1196526"></a>
 <a class="link" href="ibeta_inv_function.html#math_toolkit.special.sf_beta.ibeta_inv_function.accuracy">Accuracy</a>
 </h5>

@@ -300,7 +335,7 @@
 or <code class="computeroutput">1</code>.
 
<a name="math_toolkit.special.sf_beta.ibeta_inv_function.testing"></a><h5>
-<a name="id1087479"></a>
+<a name="id1196566"></a>
 <a class="link" href="ibeta_inv_function.html#math_toolkit.special.sf_beta.ibeta_inv_function.testing">Testing</a>
 </h5>

@@ -324,7 +359,7 @@
 </li>
</ul></div>
<a name="math_toolkit.special.sf_beta.ibeta_inv_function.implementation_of_ibeta_inv_and_ibetac_inv"></a><h5>
-<a name="id1087535"></a>
+<a name="id1196623"></a>
 <a class="link" href="ibeta_inv_function.html#math_toolkit.special.sf_beta.ibeta_inv_function.implementation_of_ibeta_inv_and_ibetac_inv">Implementation
 of ibeta_inv and ibetac_inv</a>
 </h5>
@@ -492,7 +527,7 @@
 rapidly converges on the true value.
 
<a name="math_toolkit.special.sf_beta.ibeta_inv_function.implementation_of_inverses_on_the_a_and_b_parameters"></a><h5>
-<a name="id1088171"></a>
+<a name="id1197252"></a>
 <a class="link" href="ibeta_inv_function.html#math_toolkit.special.sf_beta.ibeta_inv_function.implementation_of_inverses_on_the_a_and_b_parameters">Implementation
 of inverses on the a and b parameters</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,12 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.sf_erf"></a><a class="link" href="sf_erf.html" title="Error Functions">Error Functions</a>
+<a name="math_toolkit.special.sf_erf"></a><a class="link" href="sf_erf.html" title="Error Functions"> Error Functions</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Error Functions</dt>
-<dt><a href="sf_erf/error_inv.html">Error Function
+<dt><a href="sf_erf/error_function.html"> Error
+ Functions</a></dt>
+<dt><a href="sf_erf/error_inv.html"> Error Function
Inverses</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_erf.error_function"></a><a class="link" href="error_function.html" title="Error Functions">Error Functions</a>
+<a name="math_toolkit.special.sf_erf.error_function"></a><a class="link" href="error_function.html" title="Error Functions"> Error
+ Functions</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_erf.error_function.synopsis"></a><h5>
-<a name="id1088715"></a>
+<a name="id1198270"></a>
 <a class="link" href="error_function.html#math_toolkit.special.sf_erf.error_function.synopsis">Synopsis</a>
 </h5>

@@ -58,12 +59,17 @@
 type calculation rules</a>: the return type is <code class="computeroutput">double</code> if T is an integer type, and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.sf_erf.error_function.description"></a><h5>
-<a name="id1089094"></a>
+<a name="id1198653"></a>
 <a class="link" href="error_function.html#math_toolkit.special.sf_erf.error_function.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -100,7 +106,7 @@
 <img src="../../../../graphs/erfc.png" align="middle">
 
<a name="math_toolkit.special.sf_erf.error_function.accuracy"></a><h5>
-<a name="id1089482"></a>
+<a name="id1199041"></a>
 <a class="link" href="error_function.html#math_toolkit.special.sf_erf.error_function.accuracy">Accuracy</a>
 </h5>

@@ -525,7 +531,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.sf_erf.error_function.testing"></a><h5>
-<a name="id1091926"></a>
+<a name="id1199792"></a>
 <a class="link" href="error_function.html#math_toolkit.special.sf_erf.error_function.testing">Testing</a>
 </h5>

@@ -540,7 +546,7 @@
 check.
 
<a name="math_toolkit.special.sf_erf.error_function.implementation"></a><h5>
-<a name="id1091955"></a>
+<a name="id1199821"></a>
 <a class="link" href="error_function.html#math_toolkit.special.sf_erf.error_function.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_erf.error_inv"></a><a class="link" href="error_inv.html" title="Error Function Inverses">Error Function
+<a name="math_toolkit.special.sf_erf.error_inv"></a><a class="link" href="error_inv.html" title="Error Function Inverses"> Error Function
 Inverses</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_erf.error_inv.synopsis"></a><h5>
-<a name="id1092684"></a>
+<a name="id1201111"></a>
 <a class="link" href="error_inv.html#math_toolkit.special.sf_erf.error_inv.synopsis">Synopsis</a>
 </h5>

@@ -59,12 +59,17 @@
 type calculation rules</a>: the return type is <code class="computeroutput">double</code> if T is an integer type, and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.sf_erf.error_inv.description"></a><h5>
-<a name="id1093064"></a>
+<a name="id1201494"></a>
 <a class="link" href="error_inv.html#math_toolkit.special.sf_erf.error_inv.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -98,7 +103,7 @@
 <img src="../../../../graphs/erfc_inv.png" align="middle">
 
<a name="math_toolkit.special.sf_erf.error_inv.accuracy"></a><h5>
-<a name="id1093451"></a>
+<a name="id1201881"></a>
 <a class="link" href="error_inv.html#math_toolkit.special.sf_erf.error_inv.accuracy">Accuracy</a>
 </h5>

@@ -108,7 +113,7 @@
 error functions</a>.
 
<a name="math_toolkit.special.sf_erf.error_inv.testing"></a><h5>
-<a name="id1093473"></a>
+<a name="id1201903"></a>
 <a class="link" href="error_inv.html#math_toolkit.special.sf_erf.error_inv.testing">Testing</a>
 </h5>

@@ -131,7 +136,7 @@
 </li>
</ul></div>
<a name="math_toolkit.special.sf_erf.error_inv.implementation"></a><h5>
-<a name="id1093522"></a>
+<a name="id1201952"></a>
 <a class="link" href="error_inv.html#math_toolkit.special.sf_erf.error_inv.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,19 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.sf_gamma"></a><a class="link" href="sf_gamma.html" title="Gamma Functions">Gamma Functions</a>
+<a name="math_toolkit.special.sf_gamma"></a><a class="link" href="sf_gamma.html" title="Gamma Functions"> Gamma Functions</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Gamma</dt>
-<dt>Log Gamma</dt>
-<dt>Digamma</dt>
-<dt><a href="sf_gamma/gamma_ratios.html">Ratios
+<dt> Gamma</dt>
+<dt> Log Gamma</dt>
+<dt> Digamma</dt>
+<dt><a href="sf_gamma/gamma_ratios.html"> Ratios
 of Gamma Functions</a></dt>
-<dt><a href="sf_gamma/igamma.html">Incomplete Gamma
+<dt><a href="sf_gamma/igamma.html"> Incomplete Gamma
 Functions</a></dt>
-<dt><a href="sf_gamma/igamma_inv.html">Incomplete
+<dt><a href="sf_gamma/igamma_inv.html"> Incomplete
 Gamma Function Inverses</a></dt>
-<dt><a href="sf_gamma/gamma_derivatives.html">Derivative
+<dt><a href="sf_gamma/gamma_derivatives.html"> Derivative
 of the Incomplete Gamma Function</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.digamma"></a><a class="link" href="digamma.html" title="Digamma">Digamma</a>
+<a name="math_toolkit.special.sf_gamma.digamma"></a><a class="link" href="digamma.html" title="Digamma"> Digamma</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_gamma.digamma.synopsis"></a><h5>
-<a name="id1055882"></a>
+<a name="id1164353"></a>
 <a class="link" href="digamma.html#math_toolkit.special.sf_gamma.digamma.synopsis">Synopsis</a>
 </h5>

@@ -48,7 +48,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.digamma.description"></a><h5>
-<a name="id1056109"></a>
+<a name="id1164585"></a>
 <a class="link" href="digamma.html#math_toolkit.special.sf_gamma.digamma.description">Description</a>
 </h5>

@@ -62,9 +62,14 @@
 <img src="../../../../graphs/digamma.png" align="middle">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 There is no fully generic version of this function: all the implementations
@@ -77,7 +82,7 @@
 T otherwise.
 
<a name="math_toolkit.special.sf_gamma.digamma.accuracy"></a><h5>
-<a name="id1056214"></a>
+<a name="id1164693"></a>
 <a class="link" href="digamma.html#math_toolkit.special.sf_gamma.digamma.accuracy">Accuracy</a>
 </h5>

@@ -265,7 +270,7 @@
 absolute error will remain very low.
 
<a name="math_toolkit.special.sf_gamma.digamma.testing"></a><h5>
-<a name="id1056517"></a>
+<a name="id1164997"></a>
 <a class="link" href="digamma.html#math_toolkit.special.sf_gamma.digamma.testing">Testing</a>
 </h5>

@@ -275,7 +280,7 @@
 see below).
 
<a name="math_toolkit.special.sf_gamma.digamma.implementation"></a><h5>
-<a name="id1056539"></a>
+<a name="id1165018"></a>
 <a class="link" href="digamma.html#math_toolkit.special.sf_gamma.digamma.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.gamma_derivatives"></a><a class="link" href="gamma_derivatives.html" title="Derivative of the Incomplete Gamma Function">Derivative
+<a name="math_toolkit.special.sf_gamma.gamma_derivatives"></a><a class="link" href="gamma_derivatives.html" title="Derivative of the Incomplete Gamma Function"> Derivative
 of the Incomplete Gamma Function</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_gamma.gamma_derivatives.synopsis"></a><h5>
-<a name="id1070544"></a>
+<a name="id1178832"></a>
 <a class="link" href="gamma_derivatives.html#math_toolkit.special.sf_gamma.gamma_derivatives.synopsis">Synopsis</a>
 </h5>

@@ -49,7 +49,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.gamma_derivatives.description"></a><h5>
-<a name="id1070828"></a>
+<a name="id1179117"></a>
 <a class="link" href="gamma_derivatives.html#math_toolkit.special.sf_gamma.gamma_derivatives.description">Description</a>
 </h5>

@@ -61,9 +61,14 @@
 <img src="../../../../equations/derivative1.png">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 Note that the derivative of the function <a class="link" href="igamma.html" title="Incomplete Gamma Functions">gamma_q</a>
@@ -75,7 +80,7 @@
 otherwise the return type is simply T1.
 
<a name="math_toolkit.special.sf_gamma.gamma_derivatives.accuracy"></a><h5>
-<a name="id1070908"></a>
+<a name="id1179201"></a>
 <a class="link" href="gamma_derivatives.html#math_toolkit.special.sf_gamma.gamma_derivatives.accuracy">Accuracy</a>
 </h5>

@@ -83,7 +88,7 @@
 refer to the documentation for that function for more information.
 
<a name="math_toolkit.special.sf_gamma.gamma_derivatives.implementation"></a><h5>
-<a name="id1070936"></a>
+<a name="id1179228"></a>
 <a class="link" href="gamma_derivatives.html#math_toolkit.special.sf_gamma.gamma_derivatives.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.gamma_ratios"></a><a class="link" href="gamma_ratios.html" title="Ratios of Gamma Functions">Ratios
+<a name="math_toolkit.special.sf_gamma.gamma_ratios"></a><a class="link" href="gamma_ratios.html" title="Ratios of Gamma Functions"> Ratios
 of Gamma Functions</a>
</h4></div></div></div>

@@ -51,7 +51,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.gamma_ratios.description"></a><h5>
-<a name="id1062348"></a>
+<a name="id1165981"></a>
 <a class="link" href="gamma_ratios.html#math_toolkit.special.sf_gamma.gamma_ratios.description">Description</a>
 </h5>
<pre class="programlisting">template <class T1, class T2>
@@ -67,9 +67,14 @@
 <img src="../../../../equations/gamma_ratio0.png">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 Internally this just calls <code class="computeroutput">tgamma_delta_ratio(a,
@@ -88,9 +93,14 @@
 <img src="../../../../equations/gamma_ratio1.png">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 Note that the result is calculated accurately even when delta
@@ -107,7 +117,7 @@
 <img src="../../../../graphs/tgamma_delta_ratio.png" align="middle">
 
<a name="math_toolkit.special.sf_gamma.gamma_ratios.accuracy"></a><h5>
-<a name="id1062898"></a>
+<a name="id1166538"></a>
 <a class="link" href="gamma_ratios.html#math_toolkit.special.sf_gamma.gamma_ratios.accuracy">Accuracy</a>
 </h5>

@@ -317,7 +327,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.sf_gamma.gamma_ratios.testing"></a><h5>
-<a name="id1063240"></a>
+<a name="id1172966"></a>
 <a class="link" href="gamma_ratios.html#math_toolkit.special.sf_gamma.gamma_ratios.testing">Testing</a>
 </h5>

@@ -326,7 +336,7 @@
 a deliberately naive calculation of Γ(x)/Γ(y).
 
<a name="math_toolkit.special.sf_gamma.gamma_ratios.implementation"></a><h5>
-<a name="id1063264"></a>
+<a name="id1172990"></a>
 <a class="link" href="gamma_ratios.html#math_toolkit.special.sf_gamma.gamma_ratios.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.igamma"></a><a class="link" href="igamma.html" title="Incomplete Gamma Functions">Incomplete Gamma
+<a name="math_toolkit.special.sf_gamma.igamma"></a><a class="link" href="igamma.html" title="Incomplete Gamma Functions"> Incomplete Gamma
 Functions</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_gamma.igamma.synopsis"></a><h5>
-<a name="id1063306"></a>
+<a name="id1173032"></a>
 <a class="link" href="igamma.html#math_toolkit.special.sf_gamma.igamma.synopsis">Synopsis</a>
 </h5>

@@ -67,7 +67,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.igamma.description"></a><h5>
-<a name="id1064111"></a>
+<a name="id1173837"></a>
 <a class="link" href="igamma.html#math_toolkit.special.sf_gamma.igamma.description">Description</a>
 </h5>

@@ -83,9 +83,14 @@
 >= 0, otherwise they return the result of <a class="link" href="../../main_overview/error_handling.html#domain_error">domain_error</a>.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 The return type of these functions is computed using the <a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">result
@@ -155,7 +160,7 @@
 <img src="../../../../equations/igamma1.png">
 
<a name="math_toolkit.special.sf_gamma.igamma.accuracy"></a><h5>
-<a name="id1065485"></a>
+<a name="id1174797"></a>
 <a class="link" href="igamma.html#math_toolkit.special.sf_gamma.igamma.accuracy">Accuracy</a>
 </h5>

@@ -823,7 +828,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.sf_gamma.igamma.testing"></a><h5>
-<a name="id1066629"></a>
+<a name="id1175956"></a>
 <a class="link" href="igamma.html#math_toolkit.special.sf_gamma.igamma.testing">Testing</a>
 </h5>

@@ -839,7 +844,7 @@
 fraction (see below) is unstable for small a and z.
 
<a name="math_toolkit.special.sf_gamma.igamma.implementation"></a><h5>
-<a name="id1066655"></a>
+<a name="id1175982"></a>
 <a class="link" href="igamma.html#math_toolkit.special.sf_gamma.igamma.implementation">Implementation</a>
 </h5>

@@ -1008,7 +1013,7 @@
 by Temme (see references below).
 
<a name="math_toolkit.special.sf_gamma.igamma.references"></a><h5>
-<a name="id1068503"></a>
+<a name="id1176723"></a>
 <a class="link" href="igamma.html#math_toolkit.special.sf_gamma.igamma.references">References</a>
 </h5>
<div class="itemizedlist"><ul type="disc">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.igamma_inv"></a><a class="link" href="igamma_inv.html" title="Incomplete Gamma Function Inverses">Incomplete
+<a name="math_toolkit.special.sf_gamma.igamma_inv"></a><a class="link" href="igamma_inv.html" title="Incomplete Gamma Function Inverses"> Incomplete
 Gamma Function Inverses</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_gamma.igamma_inv.synopsis"></a><h5>
-<a name="id1068564"></a>
+<a name="id1176784"></a>
 <a class="link" href="igamma_inv.html#math_toolkit.special.sf_gamma.igamma_inv.synopsis">Synopsis</a>
 </h5>

@@ -67,7 +67,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.igamma_inv.description"></a><h5>
-<a name="id1069369"></a>
+<a name="id1177671"></a>
 <a class="link" href="igamma_inv.html#math_toolkit.special.sf_gamma.igamma_inv.description">Description</a>
 </h5>

@@ -83,9 +83,14 @@
 otherwise the return type is simply T1.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<div class="tip"><table border="0" summary="Tip">
<tr>
@@ -168,7 +173,7 @@
 0.
 
<a name="math_toolkit.special.sf_gamma.igamma_inv.accuracy"></a><h5>
-<a name="id1070395"></a>
+<a name="id1178684"></a>
 <a class="link" href="igamma_inv.html#math_toolkit.special.sf_gamma.igamma_inv.accuracy">Accuracy</a>
 </h5>

@@ -182,7 +187,7 @@
 functions.
 
<a name="math_toolkit.special.sf_gamma.igamma_inv.testing"></a><h5>
-<a name="id1070421"></a>
+<a name="id1178710"></a>
 <a class="link" href="igamma_inv.html#math_toolkit.special.sf_gamma.igamma_inv.testing">Testing</a>
 </h5>

@@ -206,7 +211,7 @@
 </li>
</ul></div>
<a name="math_toolkit.special.sf_gamma.igamma_inv.implementation"></a><h5>
-<a name="id1070478"></a>
+<a name="id1178766"></a>
 <a class="link" href="igamma_inv.html#math_toolkit.special.sf_gamma.igamma_inv.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.lgamma"></a><a class="link" href="lgamma.html" title="Log Gamma">Log Gamma</a>
+<a name="math_toolkit.special.sf_gamma.lgamma"></a><a class="link" href="lgamma.html" title="Log Gamma"> Log Gamma</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_gamma.lgamma.synopsis"></a><h5>
-<a name="id1052493"></a>
+<a name="id1162605"></a>
 <a class="link" href="lgamma.html#math_toolkit.special.sf_gamma.lgamma.synopsis">Synopsis</a>
 </h5>

@@ -54,7 +54,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.lgamma.description"></a><h5>
-<a name="id1052876"></a>
+<a name="id1162987"></a>
 <a class="link" href="lgamma.html#math_toolkit.special.sf_gamma.lgamma.description">Description</a>
 </h5>

@@ -69,9 +69,14 @@
 non-null is set on output to the sign of tgamma(z).
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 <img src="../../../../graphs/lgamma.png" align="middle">
@@ -93,7 +98,7 @@
 T otherwise.
 
<a name="math_toolkit.special.sf_gamma.lgamma.accuracy"></a><h5>
-<a name="id1052999"></a>
+<a name="id1163115"></a>
 <a class="link" href="lgamma.html#math_toolkit.special.sf_gamma.lgamma.accuracy">Accuracy</a>
 </h5>

@@ -344,7 +349,7 @@
</tbody>
</table></div>
<a name="math_toolkit.special.sf_gamma.lgamma.testing"></a><h5>
-<a name="id1055107"></a>
+<a name="id1163578"></a>
 <a class="link" href="lgamma.html#math_toolkit.special.sf_gamma.lgamma.testing">Testing</a>
 </h5>

@@ -355,7 +360,7 @@
 Random tests in key problem areas are also used.
 
<a name="math_toolkit.special.sf_gamma.lgamma.implementation"></a><h5>
-<a name="id1055128"></a>
+<a name="id1163598"></a>
 <a class="link" href="lgamma.html#math_toolkit.special.sf_gamma.lgamma.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_gamma.tgamma"></a><a class="link" href="tgamma.html" title="Gamma">Gamma</a>
+<a name="math_toolkit.special.sf_gamma.tgamma"></a><a class="link" href="tgamma.html" title="Gamma"> Gamma</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_gamma.tgamma.synopsis"></a><h5>
-<a name="id1050736"></a>
+<a name="id1159742"></a>
 <a class="link" href="tgamma.html#math_toolkit.special.sf_gamma.tgamma.synopsis">Synopsis</a>
 </h5>

@@ -54,7 +54,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_gamma.tgamma.description"></a><h5>
-<a name="id1051085"></a>
+<a name="id1160091"></a>
 <a class="link" href="tgamma.html#math_toolkit.special.sf_gamma.tgamma.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -73,9 +73,14 @@
 <img src="../../../../graphs/tgamma.png" align="middle">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 There are effectively two versions of the tgamma
@@ -114,12 +119,17 @@
 when T is an integer type, and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.sf_gamma.tgamma.accuracy"></a><h5>
-<a name="id1051544"></a>
+<a name="id1160557"></a>
 <a class="link" href="tgamma.html#math_toolkit.special.sf_gamma.tgamma.accuracy">Accuracy</a>
 </h5>

@@ -374,7 +384,7 @@
</tbody>
</table></div>
<a name="math_toolkit.special.sf_gamma.tgamma.testing"></a><h5>
-<a name="id1052018"></a>
+<a name="id1161031"></a>
 <a class="link" href="tgamma.html#math_toolkit.special.sf_gamma.tgamma.testing">Testing</a>
 </h5>

@@ -389,7 +399,7 @@
 a lanczos approximation accurate to around 100 decimal digits.
 
<a name="math_toolkit.special.sf_gamma.tgamma.implementation"></a><h5>
-<a name="id1052074"></a>
+<a name="id1161087"></a>
 <a class="link" href="tgamma.html#math_toolkit.special.sf_gamma.tgamma.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,15 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.sf_poly"></a><a class="link" href="sf_poly.html" title="Polynomials">Polynomials</a>
+<a name="math_toolkit.special.sf_poly"></a><a class="link" href="sf_poly.html" title="Polynomials"> Polynomials</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="sf_poly/legendre.html">Legendre (and
+<dt><a href="sf_poly/legendre.html"> Legendre (and
Associated) Polynomials</a></dt>
-<dt><a href="sf_poly/laguerre.html">Laguerre (and
+<dt><a href="sf_poly/laguerre.html"> Laguerre (and
Associated) Polynomials</a></dt>
-<dt>Hermite Polynomials</dt>
-<dt>Spherical Harmonics</dt>
+<dt> Hermite Polynomials</dt>
+<dt> Spherical Harmonics</dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_poly.hermite"></a><a class="link" href="hermite.html" title="Hermite Polynomials">Hermite Polynomials</a>
+<a name="math_toolkit.special.sf_poly.hermite"></a><a class="link" href="hermite.html" title="Hermite Polynomials"> Hermite Polynomials</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_poly.hermite.synopsis"></a><h5>
-<a name="id1102316"></a>
+<a name="id1211200"></a>
 <a class="link" href="hermite.html#math_toolkit.special.sf_poly.hermite.synopsis">Synopsis</a>
 </h5>

@@ -51,7 +51,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_poly.hermite.description"></a><h5>
-<a name="id1102683"></a>
+<a name="id1211567"></a>
 <a class="link" href="hermite.html#math_toolkit.special.sf_poly.hermite.description">Description</a>
 </h5>

@@ -74,9 +74,14 @@
 <img src="../../../../equations/hermite_0.png">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 The following graph illustrates the behaviour of the first few Hermite
@@ -131,7 +136,7 @@
</dl>
</div>
<a name="math_toolkit.special.sf_poly.hermite.accuracy"></a><h5>
-<a name="id1103642"></a>
+<a name="id1212324"></a>
 <a class="link" href="hermite.html#math_toolkit.special.sf_poly.hermite.accuracy">Accuracy</a>
 </h5>

@@ -248,7 +253,7 @@
 is very close to a root.
 
<a name="math_toolkit.special.sf_poly.hermite.testing"></a><h5>
-<a name="id1103824"></a>
+<a name="id1212507"></a>
 <a class="link" href="hermite.html#math_toolkit.special.sf_poly.hermite.testing">Testing</a>
 </h5>

@@ -258,7 +263,7 @@
 precision.
 
<a name="math_toolkit.special.sf_poly.hermite.implementation"></a><h5>
-<a name="id1103846"></a>
+<a name="id1212528"></a>
 <a class="link" href="hermite.html#math_toolkit.special.sf_poly.hermite.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_poly.laguerre"></a><a class="link" href="laguerre.html" title="Laguerre (and Associated) Polynomials">Laguerre (and
+<a name="math_toolkit.special.sf_poly.laguerre"></a><a class="link" href="laguerre.html" title="Laguerre (and Associated) Polynomials"> Laguerre (and
 Associated) Polynomials</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_poly.laguerre.synopsis"></a><h5>
-<a name="id1098323"></a>
+<a name="id1206742"></a>
 <a class="link" href="laguerre.html#math_toolkit.special.sf_poly.laguerre.synopsis">Synopsis</a>
 </h5>

@@ -62,7 +62,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_poly.laguerre.description"></a><h5>
-<a name="id1098992"></a>
+<a name="id1207412"></a>
 <a class="link" href="laguerre.html#math_toolkit.special.sf_poly.laguerre.description">Description</a>
 </h5>

@@ -72,9 +72,14 @@
 type.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T>
<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a> laguerre(unsigned n, T x);
@@ -205,7 +210,7 @@
</dl>
</div>
<a name="math_toolkit.special.sf_poly.laguerre.accuracy"></a><h5>
-<a name="id1101915"></a>
+<a name="id1210799"></a>
 <a class="link" href="laguerre.html#math_toolkit.special.sf_poly.laguerre.accuracy">Accuracy</a>
 </h5>

@@ -422,7 +427,7 @@
 is very close to a root.
 
<a name="math_toolkit.special.sf_poly.laguerre.testing"></a><h5>
-<a name="id1102266"></a>
+<a name="id1211151"></a>
 <a class="link" href="laguerre.html#math_toolkit.special.sf_poly.laguerre.testing">Testing</a>
 </h5>

@@ -432,7 +437,7 @@
 precision.
 
<a name="math_toolkit.special.sf_poly.laguerre.implementation"></a><h5>
-<a name="id1102288"></a>
+<a name="id1211172"></a>
 <a class="link" href="laguerre.html#math_toolkit.special.sf_poly.laguerre.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_poly.legendre"></a><a class="link" href="legendre.html" title="Legendre (and Associated) Polynomials">Legendre (and
+<a name="math_toolkit.special.sf_poly.legendre"></a><a class="link" href="legendre.html" title="Legendre (and Associated) Polynomials"> Legendre (and
 Associated) Polynomials</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_poly.legendre.synopsis"></a><h5>
-<a name="id1093899"></a>
+<a name="id1202314"></a>
 <a class="link" href="legendre.html#math_toolkit.special.sf_poly.legendre.synopsis">Synopsis</a>
 </h5>

@@ -74,12 +74,17 @@
 type.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.sf_poly.legendre.description"></a><h5>
-<a name="id1094747"></a>
+<a name="id1204259"></a>
 <a class="link" href="legendre.html#math_toolkit.special.sf_poly.legendre.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -287,7 +292,7 @@
</dl>
</div>
<a name="math_toolkit.special.sf_poly.legendre.accuracy"></a><h5>
-<a name="id1097686"></a>
+<a name="id1206099"></a>
 <a class="link" href="legendre.html#math_toolkit.special.sf_poly.legendre.accuracy">Accuracy</a>
 </h5>

@@ -668,7 +673,7 @@
 given here.
 
<a name="math_toolkit.special.sf_poly.legendre.testing"></a><h5>
-<a name="id1098274"></a>
+<a name="id1206693"></a>
 <a class="link" href="legendre.html#math_toolkit.special.sf_poly.legendre.testing">Testing</a>
 </h5>

@@ -678,7 +683,7 @@
 precision.
 
<a name="math_toolkit.special.sf_poly.legendre.implementation"></a><h5>
-<a name="id1098295"></a>
+<a name="id1206715"></a>
 <a class="link" href="legendre.html#math_toolkit.special.sf_poly.legendre.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sf_poly.sph_harm"></a><a class="link" href="sph_harm.html" title="Spherical Harmonics">Spherical Harmonics</a>
+<a name="math_toolkit.special.sf_poly.sph_harm"></a><a class="link" href="sph_harm.html" title="Spherical Harmonics"> Spherical Harmonics</a>
</h4></div></div></div>
<a name="math_toolkit.special.sf_poly.sph_harm.synopsis"></a><h5>
-<a name="id1103873"></a>
+<a name="id1214485"></a>
 <a class="link" href="sph_harm.html#math_toolkit.special.sf_poly.sph_harm.synopsis">Synopsis</a>
 </h5>

@@ -60,7 +60,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.special.sf_poly.sph_harm.description"></a><h5>
-<a name="id1104698"></a>
+<a name="id1215309"></a>
 <a class="link" href="sph_harm.html#math_toolkit.special.sf_poly.sph_harm.description">Description</a>
 </h5>

@@ -68,9 +68,14 @@
 type calculation rules</a> when T1 and T2 are different types.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<pre class="programlisting">template <class T1, class T2>
std::complex<<a class="link" href="../../main_overview/result_type.html" title="Calculation of the Type of the Result">calculated-result-type</a>> spherical_harmonic(unsigned n, int m, T1 theta, T2 phi);
@@ -150,7 +155,7 @@
 <img src="../../../../equations/spherical_2.png">
 
<a name="math_toolkit.special.sf_poly.sph_harm.accuracy"></a><h5>
-<a name="id1105636"></a>
+<a name="id1216227"></a>
 <a class="link" href="sph_harm.html#math_toolkit.special.sf_poly.sph_harm.accuracy">Accuracy</a>
 </h5>

@@ -271,7 +276,7 @@
 arbitrarily large when the function is very close to a root.
 
<a name="math_toolkit.special.sf_poly.sph_harm.testing"></a><h5>
-<a name="id1105828"></a>
+<a name="id1216419"></a>
 <a class="link" href="sph_harm.html#math_toolkit.special.sf_poly.sph_harm.testing">Testing</a>
 </h5>

@@ -281,7 +286,7 @@
 precision.
 
<a name="math_toolkit.special.sf_poly.sph_harm.implementation"></a><h5>
-<a name="id1105849"></a>
+<a name="id1216441"></a>
 <a class="link" href="sph_harm.html#math_toolkit.special.sf_poly.sph_harm.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.sinc"></a><a class="link" href="sinc.html" title="Sinus Cardinal and Hyperbolic Sinus Cardinal Functions">Sinus Cardinal and Hyperbolic
+<a name="math_toolkit.special.sinc"></a><a class="link" href="sinc.html" title="Sinus Cardinal and Hyperbolic Sinus Cardinal Functions"> Sinus Cardinal and Hyperbolic
Sinus Cardinal Functions</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="sinc/sinc_overview.html">Sinus Cardinal
+<dt><a href="sinc/sinc_overview.html"> Sinus Cardinal
and Hyperbolic Sinus Cardinal Functions Overview</a></dt>
<dt>sinc_pi</dt>
<dt>sinhc_pi</dt>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.sinc.sinc_overview"></a><a class="link" href="sinc_overview.html" title="Sinus Cardinal and Hyperbolic Sinus Cardinal Functions Overview">Sinus Cardinal
+<a name="math_toolkit.special.sinc.sinc_overview"></a><a class="link" href="sinc_overview.html" title="Sinus Cardinal and Hyperbolic Sinus Cardinal Functions Overview"> Sinus Cardinal
and Hyperbolic Sinus Cardinal Functions Overview</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -59,9 +59,14 @@
 <img src="../../../../graphs/sinc_pi.png" align="middle">
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -60,9 +60,14 @@
 type calculation rules</a> when T is an integer type.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 <img src="../../../../graphs/sinhc_pi.png" align="middle">

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,9 +24,9 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.special.zetas"></a><a class="link" href="zetas.html" title="Zeta Functions">Zeta Functions</a>
+<a name="math_toolkit.special.zetas"></a><a class="link" href="zetas.html" title="Zeta Functions"> Zeta Functions</a>
</h3></div></div></div>
-<div class="toc"><dl><dt>Riemann Zeta Function</dt></dl></div>
+<div class="toc"><dl><dt> Riemann Zeta Function</dt></dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.special.zetas.zeta"></a><a class="link" href="zeta.html" title="Riemann Zeta Function">Riemann Zeta Function</a>
+<a name="math_toolkit.special.zetas.zeta"></a><a class="link" href="zeta.html" title="Riemann Zeta Function"> Riemann Zeta Function</a>
</h4></div></div></div>
<a name="math_toolkit.special.zetas.zeta.synopsis"></a><h5>
-<a name="id1127911"></a>
+<a name="id1234626"></a>
 <a class="link" href="zeta.html#math_toolkit.special.zetas.zeta.synopsis">Synopsis</a>
 </h5>

@@ -52,12 +52,17 @@
 type calculation rules</a>: the return type is <code class="computeroutput">double</code> if T is an integer type, and T otherwise.
 

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 
<a name="math_toolkit.special.zetas.zeta.description"></a><h5>
-<a name="id1128168"></a>
+<a name="id1235023"></a>
 <a class="link" href="zeta.html#math_toolkit.special.zetas.zeta.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -80,7 +85,7 @@
 <img src="../../../../graphs/zeta2.png" align="middle">
 
<a name="math_toolkit.special.zetas.zeta.accuracy"></a><h5>
-<a name="id1128392"></a>
+<a name="id1235248"></a>
 <a class="link" href="zeta.html#math_toolkit.special.zetas.zeta.accuracy">Accuracy</a>
 </h5>

@@ -229,7 +234,7 @@
</table></div>
</div>
 <a name="math_toolkit.special.zetas.zeta.testing"></a><h5>
-<a name="id1128652"></a>
+<a name="id1235508"></a>
 <a class="link" href="zeta.html#math_toolkit.special.zetas.zeta.testing">Testing</a>
 </h5>

@@ -244,7 +249,7 @@
 check.
 
<a name="math_toolkit.special.zetas.zeta.implementation"></a><h5>
-<a name="id1128679"></a>
+<a name="id1235535"></a>
 <a class="link" href="zeta.html#math_toolkit.special.zetas.zeta.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,12 +24,12 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.status"></a><a class="link" href="status.html" title="Library Status">Library Status</a>
+<a name="math_toolkit.status"></a><a class="link" href="status.html" title="Library Status"> Library Status</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>History and What's New</dt>
-<dt>Known Issues, and TODO List</dt>
-<dt>Credits and Acknowledgements</dt>
+<dt> History and What's New</dt>
+<dt> Known Issues, and TODO List</dt>
+<dt> Credits and Acknowledgements</dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/credits.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/credits.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/credits.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -23,7 +23,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.status.credits"></a><a class="link" href="credits.html" title="Credits and Acknowledgements">Credits and Acknowledgements</a>
+<a name="math_toolkit.status.credits"></a><a class="link" href="credits.html" title="Credits and Acknowledgements"> Credits and Acknowledgements</a>
</h3></div></div></div>

Hubert Holin started the Boost.Math library. The inverse hyperbolic functions,

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/history1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/history1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/history1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,289 +24,362 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.status.history1"></a><a class="link" href="history1.html" title="History and What's New">History and What's New</a>
+<a name="math_toolkit.status.history1"></a><a class="link" href="history1.html" title="History and What's New"> History and What's New</a>
</h3></div></div></div>
-<a name="math_toolkit.status.history1.boost_1_46_0"></a><h5>
-<a name="id1280269"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_46_0">Boost-1.46.0</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.boost_1_46_0"></a>
+ 
+<h5>
+<a name="id1386584"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_46_0">Boost-1.46.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added Wald, Inverse Gaussian and geometric distributions.
- </li>
+ Added Wald, Inverse Gaussian and geometric distributions.
+ </li>
<li>
- Added information about configuration macros.
- </li>
+ Added information about configuration macros.
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.boost_1_45_0"></a><h5>
-<a name="id1280301"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_45_0">Boost-1.45.0</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.boost_1_45_0"></a>
+ 
+<h5>
+<a name="id1386616"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_45_0">Boost-1.45.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added warnings about potential ambiguity with std random library in distribution
- and function names.
- </li>
+ Added warnings about potential ambiguity with std random library in
+ distribution and function names.
+ </li>
<li>
- Added inverse gamma distribution and inverse chi_square and scaled inverse
- chi_square.
- </li>
+ Added inverse gamma distribution and inverse chi_square and scaled
+ inverse chi_square.
+ </li>
<li>
- Editorial revision of documentation, and added FAQ.
- </li>
+ Editorial revision of documentation, and added FAQ.
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.boost_1_44_0"></a><h5>
-<a name="id1280339"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_44_0">Boost-1.44.0</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.boost_1_44_0"></a>
+ 
+<h5>
+<a name="id1386654"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_44_0">Boost-1.44.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Fixed incorrect range and support for Rayleigh distribution.
- </li>
+ Fixed incorrect range and support for Rayleigh distribution.
+ </li>
<li>
- Fixed numerical error in the quantile of the Student's T distribution:
- the function was returning garbage values for non-integer degrees of
- freedom between 2 and 3.
- </li>
+ Fixed numerical error in the quantile of the Student's T distribution:
+ the function was returning garbage values for non-integer degrees of
+ freedom between 2 and 3.
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.boost_1_41_0"></a><h5>
-<a name="id1280370"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_41_0">Boost-1.41.0</a>
- </h5>
-<div class="itemizedlist"><ul type="disc"><li>
- Significantly improved performance for the incomplete gamma function
- and its inverse.
- </li></ul></div>
-<a name="math_toolkit.status.history1.boost_1_40_0"></a><h5>
-<a name="id1280394"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_40_0">Boost-1.40.0</a>
- </h5>
-<div class="itemizedlist"><ul type="disc">
-<li>
- Added support for MPFR as a bignum type.
- </li>
-<li>
- Added some full specializations of the policy classes to reduce compile
- times.
- </li>
-<li>
- Added logistic and hypergeometric distributions, from Gautam Sewani's
- Google Summer of Code project.
- </li>
-<li>
- Added Laplace distribution submitted by Thijs van den Berg.
- </li>
-<li>
- Updated performance test code to include new distributions, and improved
- the performance of the non-central distributions.
- </li>
-<li>
- Added SSE2 optimised <a class="link" href="../backgrounders/lanczos.html" title="The Lanczos Approximation">Lanczos
- approximation</a> code, from Gautam Sewani's Google Summer of Code
- project.
- </li>
-<li>
- Fixed bug in cyl_bessel_i that used an incorrect approximation for ν =
- 0.5, also effects the non-central Chi Square Distribution when ν = 3, see
- bug report #2877.
- </li>
-<li>
- Fixed minor bugs #2873.
- </li>
-</ul></div>
-<a name="math_toolkit.status.history1.boost_1_38_0"></a><h5>
-<a name="id1280483"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_38_0">Boost-1.38.0</a>
- </h5>
-<div class="itemizedlist"><ul type="disc">
-<li>
- Added Johan Råde's optimised floating point classification routines.
- </li>
-<li>
- Fixed code so that it compiles in GCC's -pedantic mode (bug report #1451).
- </li>
-</ul></div>
-<a name="math_toolkit.status.history1.boost_1_37_0"></a><h5>
-<a name="id1280519"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_37_0">Boost-1.37.0</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.boost_1_41_0"></a>
+ 
+<h5>
+<a name="id1386685"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_41_0">Boost-1.41.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc"><li>
- Improved accuracy and testing of the inverse hypergeometric functions.
- </li></ul></div>
-<a name="math_toolkit.status.history1.boost_1_36_0"></a><h5>
-<a name="id1280543"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_36_0">Boost-1.36.0</a>
- </h5>
+ Significantly improved performance for the incomplete gamma function
+ and its inverse.
+ </li></ul></div>
+
+ <a name="math_toolkit.status.history1.boost_1_40_0"></a>
+ 
+<h5>
+<a name="id1386709"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_40_0">Boost-1.40.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added Noncentral Chi Squared Distribution.
- </li>
+ Added support for MPFR as a bignum type.
+ </li>
<li>
- Added Noncentral Beta Distribution.
- </li>
+ Added some full specializations of the policy classes to reduce compile
+ times.
+ </li>
<li>
- Added Noncentral F Distribution.
- </li>
+ Added logistic and hypergeometric distributions, from Gautam Sewani's
+ Google Summer of Code project.
+ </li>
<li>
- Added Noncentral T Distribution.
- </li>
+ Added Laplace distribution submitted by Thijs van den Berg.
+ </li>
<li>
- Added Exponential Integral Functions.
- </li>
+ Updated performance test code to include new distributions, and improved
+ the performance of the non-central distributions.
+ </li>
<li>
- Added Zeta Function.
- </li>
+ Added SSE2 optimised <a class="link" href="../backgrounders/lanczos.html" title="The Lanczos Approximation">Lanczos
+ approximation</a> code, from Gautam Sewani's Google Summer of Code
+ project.
+ </li>
<li>
- Added Rounding and Truncation functions.
- </li>
+ Fixed bug in cyl_bessel_i that used an incorrect approximation for
+ ν = 0.5, also effects the non-central Chi Square Distribution when ν =
+ 3, see bug report #2877.
+ </li>
<li>
- Added Compile time powers of runtime bases.
- </li>
+ Fixed minor bugs #2873.
+ </li>
+</ul></div>
+
+ <a name="math_toolkit.status.history1.boost_1_38_0"></a>
+ 
+<h5>
+<a name="id1386798"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_38_0">Boost-1.38.0</a>
+ </h5>
+
+ 
+<div class="itemizedlist"><ul type="disc">
+<li>
+ Added Johan Råde's optimised floating point classification routines.
+ </li>
<li>
- Added SSE2 optimizations for Lanczos evaluation.
- </li>
+ Fixed code so that it compiles in GCC's -pedantic mode (bug report
+ #1451).
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.boost_1_35_0__post_review_first_official_release"></a><h5>
-<a name="id1280629"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_35_0__post_review_first_official_release">Boost-1.35.0:
- Post Review First Official Release</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.boost_1_37_0"></a>
+ 
+<h5>
+<a name="id1386834"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_37_0">Boost-1.37.0</a>
+ </h5>
+
+ 
+<div class="itemizedlist"><ul type="disc"><li>
+ Improved accuracy and testing of the inverse hypergeometric functions.
+ </li></ul></div>
+
+ <a name="math_toolkit.status.history1.boost_1_36_0"></a>
+ 
+<h5>
+<a name="id1386858"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_36_0">Boost-1.36.0</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Added Policy based framework that allows fine grained control over function
- behaviour.
- </li>
+ Added Noncentral Chi Squared Distribution.
+ </li>
<li>
- Breaking change: Changed default behaviour
- for domain, pole and overflow errors to throw an exception (based on
- review feedback), this behaviour can be customised using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
- </li>
+ Added Noncentral Beta Distribution.
+ </li>
<li>
- Breaking change: Changed exception thrown
- when an internal evaluation error occurs to boost::math::evaluation_error.
- </li>
+ Added Noncentral F Distribution.
+ </li>
<li>
- Breaking change: Changed discrete quantiles
- to return an integer result: this is anything up to 20 times faster than
- finding the true root, this behaviour can be customised using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
- </li>
+ Added Noncentral T Distribution.
+ </li>
<li>
- Polynomial/rational function evaluation is now customisable and hopefully
- faster than before.
- </li>
+ Added Exponential Integral Functions.
+ </li>
<li>
- Added performance test program.
- </li>
+ Added Zeta Function.
+ </li>
+<li>
+ Added Rounding and Truncation functions.
+ </li>
+<li>
+ Added Compile time powers of runtime bases.
+ </li>
+<li>
+ Added SSE2 optimizations for Lanczos evaluation.
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.milestone_4__second_review_candidate__1st_march_2007_"></a><h5>
-<a name="id1280715"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.milestone_4__second_review_candidate__1st_march_2007_">Milestone
- 4: Second Review Candidate (1st March 2007)</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.boost_1_35_0__post_review_first_official_release"></a>
+ 
+<h5>
+<a name="id1386943"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.boost_1_35_0__post_review_first_official_release">Boost-1.35.0:
+ Post Review First Official Release</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Moved Xiaogang Zhang's Bessel Functions code into the library, and brought
- them into line with the rest of the code.
- </li>
+ Added Policy based framework that allows fine grained control over
+ function behaviour.
+ </li>
+<li>
+ Breaking change: Changed default behaviour
+ for domain, pole and overflow errors to throw an exception (based on
+ review feedback), this behaviour can be customised using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
+ </li>
+<li>
+ Breaking change: Changed exception
+ thrown when an internal evaluation error occurs to boost::math::evaluation_error.
+ </li>
+<li>
+ Breaking change: Changed discrete
+ quantiles to return an integer result: this is anything up to 20 times
+ faster than finding the true root, this behaviour can be customised
+ using <a class="link" href="../policy.html" title="Policies">Policy</a>'s.
+ </li>
+<li>
+ Polynomial/rational function evaluation is now customisable and hopefully
+ faster than before.
+ </li>
<li>
- Added C# "Distribution Explorer" demo application.
- </li>
+ Added performance test program.
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.milestone_3__first_review_candidate__31st_dec_2006_"></a><h5>
-<a name="id1280747"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.milestone_3__first_review_candidate__31st_dec_2006_">Milestone
- 3: First Review Candidate (31st Dec 2006)</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.milestone_4__second_review_candidate__1st_march_2007_"></a>
+ 
+<h5>
+<a name="id1387030"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.milestone_4__second_review_candidate__1st_march_2007_">Milestone
+ 4: Second Review Candidate (1st March 2007)</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Implemented the main probability distribution and density functions.
- </li>
+ Moved Xiaogang Zhang's Bessel Functions code into the library, and
+ brought them into line with the rest of the code.
+ </li>
<li>
- Implemented digamma.
- </li>
+ Added C# "Distribution Explorer" demo application.
+ </li>
+</ul></div>
+
+ <a name="math_toolkit.status.history1.milestone_3__first_review_candidate__31st_dec_2006_"></a>
+ 
+<h5>
+<a name="id1387062"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.milestone_3__first_review_candidate__31st_dec_2006_">Milestone
+ 3: First Review Candidate (31st Dec 2006)</a>
+ </h5>
+
+ 
+<div class="itemizedlist"><ul type="disc">
<li>
- Added more factorial functions.
- </li>
+ Implemented the main probability distribution and density functions.
+ </li>
<li>
- Implemented the Hermite, Legendre and Laguerre polynomials plus the spherical
- harmonic functions from TR1.
- </li>
+ Implemented digamma.
+ </li>
<li>
- Moved Xiaogang Zhang's elliptic integral code into the library, and brought
- them into line with the rest of the code.
- </li>
+ Added more factorial functions.
+ </li>
<li>
- Moved Hubert Holin's existing Boost.Math special functions into this
- library and brought them into line with the rest of the code.
- </li>
+ Implemented the Hermite, Legendre and Laguerre polynomials plus the
+ spherical harmonic functions from TR1.
+ </li>
+<li>
+ Moved Xiaogang Zhang's elliptic integral code into the library, and
+ brought them into line with the rest of the code.
+ </li>
+<li>
+ Moved Hubert Holin's existing Boost.Math special functions into this
+ library and brought them into line with the rest of the code.
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.milestone_2__released_september_10th_2006"></a><h5>
-<a name="id1280808"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.milestone_2__released_september_10th_2006">Milestone
- 2: Released September 10th 2006</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.milestone_2__released_september_10th_2006"></a>
+ 
+<h5>
+<a name="id1387124"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.milestone_2__released_september_10th_2006">Milestone
+ 2: Released September 10th 2006</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Implement preview release of the statistical distributions.
- </li>
+ Implement preview release of the statistical distributions.
+ </li>
<li>
- Added statistical distributions tutorial.
- </li>
+ Added statistical distributions tutorial.
+ </li>
<li>
- Implemented root finding algorithms.
- </li>
+ Implemented root finding algorithms.
+ </li>
<li>
- Implemented the inverses of the incomplete gamma and beta functions.
- </li>
+ Implemented the inverses of the incomplete gamma and beta functions.
+ </li>
<li>
- Rewrite erf/erfc as rational approximations (valid to 128-bit precision).
- </li>
+ Rewrite erf/erfc as rational approximations (valid to 128-bit precision).
+ </li>
<li>
- Integrated the statistical results generated from the test data with
- Boost.Test: uses a database of expected results, indexed by test, floating
- point type, platform, and compiler.
- </li>
+ Integrated the statistical results generated from the test data with
+ Boost.Test: uses a database of expected results, indexed by test, floating
+ point type, platform, and compiler.
+ </li>
<li>
- Improved lgamma near 1 and 2 (rational approximations).
- </li>
+ Improved lgamma near 1 and 2 (rational approximations).
+ </li>
<li>
- Improved erf/erfc inverses (rational approximations).
- </li>
+ Improved erf/erfc inverses (rational approximations).
+ </li>
<li>
- Implemented Rational function generation (the Remez method).
- </li>
+ Implemented Rational function generation (the Remez method).
+ </li>
</ul></div>
-<a name="math_toolkit.status.history1.milestone_1__released_march_31st_2006"></a><h5>
-<a name="id1280891"></a>
- <a class="link" href="history1.html#math_toolkit.status.history1.milestone_1__released_march_31st_2006">Milestone
- 1: Released March 31st 2006</a>
- </h5>
+
+ <a name="math_toolkit.status.history1.milestone_1__released_march_31st_2006"></a>
+ 
+<h5>
+<a name="id1387206"></a>
+ <a class="link" href="history1.html#math_toolkit.status.history1.milestone_1__released_march_31st_2006">Milestone
+ 1: Released March 31st 2006</a>
+ </h5>
+
+ 
<div class="itemizedlist"><ul type="disc">
<li>
- Implement gamma/beta/erf functions along with their incomplete counterparts.
- </li>
+ Implement gamma/beta/erf functions along with their incomplete counterparts.
+ </li>
<li>
- Generate high quality test data, against which future improvements can
- be judged.
- </li>
+ Generate high quality test data, against which future improvements
+ can be judged.
+ </li>
<li>
- Provide tools for the evaluation of infinite series, continued fractions,
- and rational functions.
- </li>
+ Provide tools for the evaluation of infinite series, continued fractions,
+ and rational functions.
+ </li>
<li>
- Provide tools for testing against tabulated test data, and collecting
- statistics on error rates.
- </li>
+ Provide tools for testing against tabulated test data, and collecting
+ statistics on error rates.
+ </li>
<li>
- Provide sufficient docs for people to be able to find their way around
- the library.
- </li>
+ Provide sufficient docs for people to be able to find their way around
+ the library.
+ </li>
</ul></div>

- SVN Revisions:
- 
+ 
+
+ SVN Revisions:
+ 
+
+ 
+
+ Sandbox and trunk last synchonised at revision: .
+ 

- Sandbox and trunk last synchonised at revision: .

</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/issues.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/issues.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/issues.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.status.issues"></a><a class="link" href="issues.html" title="Known Issues, and TODO List">Known Issues, and TODO List</a>
+<a name="math_toolkit.status.issues"></a><a class="link" href="issues.html" title="Known Issues, and TODO List"> Known Issues, and TODO List</a>
</h3></div></div></div>

 Predominantly this is a TODO list, or a list of possible future enhancements.
@@ -40,7 +40,7 @@
 with it.
 
<a name="math_toolkit.status.issues.tgamma"></a><h5>
-<a name="id1280969"></a>
+<a name="id1387285"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.tgamma">tgamma</a>
 </h5>
<div class="itemizedlist"><ul type="disc"><li>
@@ -48,7 +48,7 @@
 be optimized any further? (low priority)
 </li></ul></div>
<a name="math_toolkit.status.issues.incomplete_beta"></a><h5>
-<a name="id1280998"></a>
+<a name="id1387314"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.incomplete_beta">Incomplete Beta</a>
 </h5>
<div class="itemizedlist"><ul type="disc"><li>
@@ -56,7 +56,7 @@
 b (medium priority).
 </li></ul></div>
<a name="math_toolkit.status.issues.inverse_gamma"></a><h5>
-<a name="id1281022"></a>
+<a name="id1387338"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.inverse_gamma">Inverse Gamma</a>
 </h5>
<div class="itemizedlist"><ul type="disc"><li>
@@ -64,7 +64,7 @@
 is good enough (Medium Priority).
 </li></ul></div>
<a name="math_toolkit.status.issues.polynomials"></a><h5>
-<a name="id1281046"></a>
+<a name="id1387362"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.polynomials">Polynomials</a>
 </h5>
<div class="itemizedlist"><ul type="disc"><li>
@@ -74,7 +74,7 @@
 not (Low Priority).
 </li></ul></div>
<a name="math_toolkit.status.issues.elliptic_integrals"></a><h5>
-<a name="id1281070"></a>
+<a name="id1387386"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.elliptic_integrals">Elliptic Integrals</a>
 </h5>
<div class="itemizedlist"><ul type="disc">
@@ -127,7 +127,7 @@
 </li>
</ul></div>
<a name="math_toolkit.status.issues.inverse_hyperbolic_functions"></a><h5>
-<a name="id1281201"></a>
+<a name="id1387517"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.inverse_hyperbolic_functions">Inverse
 Hyperbolic Functions</a>
 </h5>
@@ -137,7 +137,7 @@
 This is probably only an issue for very high precision types (Low Priority).
 </li></ul></div>
<a name="math_toolkit.status.issues.statistical_distributions"></a><h5>
-<a name="id1281229"></a>
+<a name="id1387546"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.statistical_distributions">Statistical
 distributions</a>
 </h5>
@@ -146,7 +146,7 @@
 for very large degrees of freedom?
 </li></ul></div>
<a name="math_toolkit.status.issues.feature_requests"></a><h5>
-<a name="id1281253"></a>
+<a name="id1387570"></a>
 <a class="link" href="issues.html#math_toolkit.status.issues.feature_requests">Feature Requests</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,37 +24,37 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.toolkit"></a><a class="link" href="toolkit.html" title="Tools, Constants and Internal Details">Tools, Constants and Internal Details</a>
+<a name="math_toolkit.toolkit"></a><a class="link" href="toolkit.html" title="Tools, Constants and Internal Details"> Tools, Constants and Internal Details</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt>Overview</dt>
-<dt><a href="toolkit/internals1.html">Utilities - Constants
+<dt> Overview</dt>
+<dt><a href="toolkit/internals1.html"> Utilities - Constants
 & Tools</a></dt>
<dd><dl>
-<dt><a href="toolkit/internals1/constants.html">Numeric
+<dt><a href="toolkit/internals1/constants.html"> Numeric
 Constants</a></dt>
-<dt><a href="toolkit/internals1/series_evaluation.html">Series
+<dt><a href="toolkit/internals1/series_evaluation.html">
+ Series Evaluation</a></dt>
+<dt><a href="toolkit/internals1/cf.html"> Continued Fraction
 Evaluation</a></dt>
-<dt><a href="toolkit/internals1/cf.html">Continued Fraction
- Evaluation</a></dt>
-<dt><a href="toolkit/internals1/rational.html">Polynomial
+<dt><a href="toolkit/internals1/rational.html"> Polynomial
 and Rational Function Evaluation</a></dt>
-<dt><a href="toolkit/internals1/roots.html">Root Finding
+<dt><a href="toolkit/internals1/roots.html"> Root Finding
 With Derivatives: Newton-Raphson, Halley & Schroeder</a></dt>
-<dt><a href="toolkit/internals1/roots2.html">Root Finding
+<dt><a href="toolkit/internals1/roots2.html"> Root Finding
 Without Derivatives: Bisection, Bracket and TOMS748</a></dt>
-<dt><a href="toolkit/internals1/minima.html">Locating Function
+<dt><a href="toolkit/internals1/minima.html"> Locating Function
 Minima: Brent's algorithm</a></dt>
-<dt>Tuples</dt>
+<dt> Tuples</dt>
</dl></dd>
-<dt>Testing and Development</dt>
+<dt> Testing and Development</dt>
<dd><dl>
-<dt>Polynomials</dt>
-<dt><a href="toolkit/internals2/minimax.html">Minimax Approximations
+<dt> Polynomials</dt>
+<dt><a href="toolkit/internals2/minimax.html"> Minimax Approximations
 and the Remez Algorithm</a></dt>
-<dt><a href="toolkit/internals2/error_test.html">Relative
+<dt><a href="toolkit/internals2/error_test.html"> Relative
 Error and Testing</a></dt>
-<dt><a href="toolkit/internals2/test_data.html">Graphing,
+<dt><a href="toolkit/internals2/test_data.html"> Graphing,
 Profiling, and Generating Test Data for Special Functions</a></dt>
</dl></dd>
</dl></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,25 +24,25 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.toolkit.internals1"></a><a class="link" href="internals1.html" title="Utilities - Constants & Tools">Utilities - Constants
+<a name="math_toolkit.toolkit.internals1"></a><a class="link" href="internals1.html" title="Utilities - Constants & Tools"> Utilities - Constants
 & Tools</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="internals1/constants.html">Numeric
+<dt><a href="internals1/constants.html"> Numeric
 Constants</a></dt>
-<dt><a href="internals1/series_evaluation.html">Series
+<dt><a href="internals1/series_evaluation.html">
+ Series Evaluation</a></dt>
+<dt><a href="internals1/cf.html"> Continued Fraction
 Evaluation</a></dt>
-<dt><a href="internals1/cf.html">Continued Fraction
- Evaluation</a></dt>
-<dt><a href="internals1/rational.html">Polynomial
+<dt><a href="internals1/rational.html"> Polynomial
 and Rational Function Evaluation</a></dt>
-<dt><a href="internals1/roots.html">Root Finding
+<dt><a href="internals1/roots.html"> Root Finding
 With Derivatives: Newton-Raphson, Halley & Schroeder</a></dt>
-<dt><a href="internals1/roots2.html">Root Finding
+<dt><a href="internals1/roots2.html"> Root Finding
 Without Derivatives: Bisection, Bracket and TOMS748</a></dt>
-<dt><a href="internals1/minima.html">Locating Function
+<dt><a href="internals1/minima.html"> Locating Function
 Minima: Brent's algorithm</a></dt>
-<dt>Tuples</dt>
+<dt> Tuples</dt>
</dl></div>
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.cf"></a><a class="link" href="cf.html" title="Continued Fraction Evaluation">Continued Fraction
+<a name="math_toolkit.toolkit.internals1.cf"></a><a class="link" href="cf.html" title="Continued Fraction Evaluation"> Continued Fraction
 Evaluation</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.cf.synopsis"></a><h5>
-<a name="id1180576"></a>
+<a name="id1287369"></a>
 <a class="link" href="cf.html#math_toolkit.toolkit.internals1.cf.synopsis">Synopsis</a>
 </h5>

@@ -78,7 +78,7 @@
}}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals1.cf.description"></a><h5>
-<a name="id1182853"></a>
+<a name="id1288400"></a>
 <a class="link" href="cf.html#math_toolkit.toolkit.internals1.cf.description">Description</a>
 </h5>

@@ -178,7 +178,7 @@
 a continued fraction for convergence.
 
<a name="math_toolkit.toolkit.internals1.cf.implementation"></a><h5>
-<a name="id1183064"></a>
+<a name="id1288612"></a>
 <a class="link" href="cf.html#math_toolkit.toolkit.internals1.cf.implementation">Implementation</a>
 </h5>

@@ -188,7 +188,7 @@
 Lentz, W.J. 1976, Applied Optics, vol. 15, pp. 668-671.
 
<a name="math_toolkit.toolkit.internals1.cf.examples"></a><h5>
-<a name="id1183081"></a>
+<a name="id1288628"></a>
 <a class="link" href="cf.html#math_toolkit.toolkit.internals1.cf.examples">Examples</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.constants"></a><a class="link" href="constants.html" title="Numeric Constants">Numeric
+<a name="math_toolkit.toolkit.internals1.constants"></a><a class="link" href="constants.html" title="Numeric Constants"> Numeric
 Constants</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.constants.synopsis"></a><h5>
-<a name="id1177594"></a>
+<a name="id1283840"></a>
 <a class="link" href="constants.html#math_toolkit.toolkit.internals1.constants.synopsis">Synopsis</a>
 </h5>

@@ -59,7 +59,7 @@
}}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals1.constants.description"></a><h5>
-<a name="id1178233"></a>
+<a name="id1284480"></a>
 <a class="link" href="constants.html#math_toolkit.toolkit.internals1.constants.description">Description</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.minima"></a><a class="link" href="minima.html" title="Locating Function Minima: Brent's algorithm">Locating Function
+<a name="math_toolkit.toolkit.internals1.minima"></a><a class="link" href="minima.html" title="Locating Function Minima: Brent's algorithm"> Locating Function
 Minima: Brent's algorithm</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.minima.synopsis"></a><h5>
-<a name="id1199329"></a>
+<a name="id1306191"></a>
 <a class="link" href="minima.html#math_toolkit.toolkit.internals1.minima.synopsis">synopsis</a>
 </h5>

@@ -45,7 +45,7 @@
std::pair<T, T> brent_find_minima(F f, T min, T max, int bits, boost::uintmax_t& max_iter);
</pre>
<a name="math_toolkit.toolkit.internals1.minima.description"></a><h5>
-<a name="id1199674"></a>
+<a name="id1307083"></a>
 <a class="link" href="minima.html#math_toolkit.toolkit.internals1.minima.description">Description</a>
 </h5>

@@ -90,7 +90,7 @@
 the abscissa at the minima and the value of f(x) at the minima.
 
<a name="math_toolkit.toolkit.internals1.minima.implementation"></a><h5>
-<a name="id1199786"></a>
+<a name="id1307194"></a>
 <a class="link" href="minima.html#math_toolkit.toolkit.internals1.minima.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.rational"></a><a class="link" href="rational.html" title="Polynomial and Rational Function Evaluation">Polynomial
+<a name="math_toolkit.toolkit.internals1.rational"></a><a class="link" href="rational.html" title="Polynomial and Rational Function Evaluation"> Polynomial
 and Rational Function Evaluation</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.rational.synopsis"></a><h5>
-<a name="id1183808"></a>
+<a name="id1289356"></a>
 <a class="link" href="rational.html#math_toolkit.toolkit.internals1.rational.synopsis">synopsis</a>
 </h5>

@@ -79,7 +79,7 @@
V evaluate_rational(const T* num, const U* denom, V z, unsigned count);
</pre>
<a name="math_toolkit.toolkit.internals1.rational.description"></a><h5>
-<a name="id1185530"></a>
+<a name="id1292118"></a>
 <a class="link" href="rational.html#math_toolkit.toolkit.internals1.rational.description">Description</a>
 </h5>

@@ -193,7 +193,7 @@
 evaluation with compile-time array sizes may offer slightly better performance.
 
<a name="math_toolkit.toolkit.internals1.rational.implementation"></a><h5>
-<a name="id1188472"></a>
+<a name="id1294776"></a>
 <a class="link" href="rational.html#math_toolkit.toolkit.internals1.rational.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.roots"></a><a class="link" href="roots.html" title="Root Finding With Derivatives: Newton-Raphson, Halley & Schroeder">Root Finding
+<a name="math_toolkit.toolkit.internals1.roots"></a><a class="link" href="roots.html" title="Root Finding With Derivatives: Newton-Raphson, Halley & Schroeder"> Root Finding
 With Derivatives: Newton-Raphson, Halley & Schroeder</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.roots.synopsis"></a><h5>
-<a name="id1188535"></a>
+<a name="id1294839"></a>
 <a class="link" href="roots.html#math_toolkit.toolkit.internals1.roots.synopsis">Synopsis</a>
 </h5>

@@ -62,7 +62,7 @@
}}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals1.roots.description"></a><h5>
-<a name="id1189401"></a>
+<a name="id1295705"></a>
 <a class="link" href="roots.html#math_toolkit.toolkit.internals1.roots.description">Description</a>
 </h5>

@@ -205,8 +205,10 @@
 themselves. As ever, algebraic simplification can be a big win.
 </li>
</ul></div>
-<a name="newton"></a><a name="math_toolkit.toolkit.internals1.roots.newton_raphson_method"></a><h5>
-<a name="id1191075"></a>
+<a name="newton"></a>
+ 
+<a name="math_toolkit.toolkit.internals1.roots.newton_raphson_method"></a><h5>
+<a name="id1296203"></a>
 <a class="link" href="roots.html#math_toolkit.toolkit.internals1.roots.newton_raphson_method">Newton
 Raphson Method</a>
 </h5>
@@ -223,8 +225,10 @@
 Under ideal conditions, the number of correct digits doubles with each
 iteration.
 
-<a name="halley"></a><a name="math_toolkit.toolkit.internals1.roots.halley_s_method"></a><h5>
-<a name="id1191129"></a>
+<a name="halley"></a>
+ 
+<a name="math_toolkit.toolkit.internals1.roots.halley_s_method"></a><h5>
+<a name="id1296261"></a>
 <a class="link" href="roots.html#math_toolkit.toolkit.internals1.roots.halley_s_method">Halley's
 Method</a>
 </h5>
@@ -245,8 +249,10 @@
 Under ideal conditions, the number of correct digits trebles with each
 iteration.
 
-<a name="schroeder"></a><a name="math_toolkit.toolkit.internals1.roots.schroeder_s_method"></a><h5>
-<a name="id1191187"></a>
+<a name="schroeder"></a>
+ 
+<a name="math_toolkit.toolkit.internals1.roots.schroeder_s_method"></a><h5>
+<a name="id1296322"></a>
 <a class="link" href="roots.html#math_toolkit.toolkit.internals1.roots.schroeder_s_method">Schroeder's
 Method</a>
 </h5>
@@ -270,7 +276,7 @@
 iteration.
 
<a name="math_toolkit.toolkit.internals1.roots.example"></a><h5>
-<a name="id1191241"></a>
+<a name="id1296376"></a>
 <a class="link" href="roots.html#math_toolkit.toolkit.internals1.roots.example">Example</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.roots2"></a><a class="link" href="roots2.html" title="Root Finding Without Derivatives: Bisection, Bracket and TOMS748">Root Finding
+<a name="math_toolkit.toolkit.internals1.roots2"></a><a class="link" href="roots2.html" title="Root Finding Without Derivatives: Bisection, Bracket and TOMS748"> Root Finding
 Without Derivatives: Bisection, Bracket and TOMS748</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.roots2.synopsis"></a><h5>
-<a name="id1192833"></a>
+<a name="id1299220"></a>
 <a class="link" href="roots2.html#math_toolkit.toolkit.internals1.roots2.synopsis">Synopsis</a>
 </h5>

@@ -144,7 +144,7 @@
 }}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals1.roots2.description"></a><h5>
-<a name="id1194869"></a>
+<a name="id1301789"></a>
 <a class="link" href="roots2.html#math_toolkit.toolkit.internals1.roots2.description">Description</a>
 </h5>

@@ -181,7 +181,7 @@
 to be used only rarely, but may be useful in some specific circumstances.
 
<a name="math_toolkit.toolkit.internals1.roots2.bisection"></a><h5>
-<a name="id1194934"></a>
+<a name="id1301854"></a>
 <a class="link" href="roots2.html#math_toolkit.toolkit.internals1.roots2.bisection">Bisection</a>
 </h5>
<pre class="programlisting">template <class F, class T, class Tol>
@@ -248,9 +248,14 @@
</dl>
</div>

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 Returns: a pair of values r that bracket the root
@@ -280,7 +285,7 @@
 tol was satisfied.
 
<a name="math_toolkit.toolkit.internals1.roots2.bracket_and_solve"></a><h5>
-<a name="id1196825"></a>
+<a name="id1302656"></a>
 <a class="link" href="roots2.html#math_toolkit.toolkit.internals1.roots2.bracket_and_solve">Bracket
 and solve</a>
 </h5>
@@ -356,9 +361,14 @@
</dl>
</div>

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 Returns: a pair of values r that bracket the root
@@ -388,7 +398,7 @@
 was satisfied.
 
<a name="math_toolkit.toolkit.internals1.roots2.algorithm_toms_748__alefeld__potra_and_shi__enclosing_zeros_of_continuous_functions"></a><h5>
-<a name="id1197606"></a>
+<a name="id1304533"></a>
 <a class="link" href="roots2.html#math_toolkit.toolkit.internals1.roots2.algorithm_toms_748__alefeld__potra_and_shi__enclosing_zeros_of_continuous_functions">Algorithm
 TOMS 748: Alefeld, Potra and Shi: Enclosing zeros of continuous functions</a>
 </h5>
@@ -485,9 +495,14 @@
</dl>
</div>

- The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument is
- optional and can be used to control the behaviour of the function: how
- it handles errors, what level of precision to use etc. Refer to the <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
+ The final <a class="link" href="../../policy.html" title="Policies">Policy</a> argument
+ is optional and can be used to control the behaviour of the function:
+ how it handles errors, what level of precision to use etc. Refer to the
+ <a class="link" href="../../policy.html" title="Policies">policy documentation for more details</a>.
+ 
+
 

 toms748_solve returns: a pair of values r that bracket
@@ -554,7 +569,7 @@
 as soon as both ends of the interval round to the same nearest integer.
 
<a name="math_toolkit.toolkit.internals1.roots2.implementation"></a><h5>
-<a name="id1199285"></a>
+<a name="id1306147"></a>
 <a class="link" href="roots2.html#math_toolkit.toolkit.internals1.roots2.implementation">Implementation</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.series_evaluation"></a><a class="link" href="series_evaluation.html" title="Series Evaluation">Series
- Evaluation</a>
+<a name="math_toolkit.toolkit.internals1.series_evaluation"></a><a class="link" href="series_evaluation.html" title="Series Evaluation">
+ Series Evaluation</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.series_evaluation.synopsis"></a><h5>
-<a name="id1178870"></a>
+<a name="id1285116"></a>
 <a class="link" href="series_evaluation.html#math_toolkit.toolkit.internals1.series_evaluation.synopsis">Synopsis</a>
 </h5>

@@ -70,7 +70,7 @@
}}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals1.series_evaluation.description"></a><h5>
-<a name="id1179881"></a>
+<a name="id1286674"></a>
 <a class="link" href="series_evaluation.html#math_toolkit.toolkit.internals1.series_evaluation.description">Description</a>
 </h5>

@@ -127,7 +127,7 @@
 summation in this way.
 
<a name="math_toolkit.toolkit.internals1.series_evaluation.example"></a><h5>
-<a name="id1179980"></a>
+<a name="id1286773"></a>
 <a class="link" href="series_evaluation.html#math_toolkit.toolkit.internals1.series_evaluation.example">Example</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/tuples.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/tuples.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/tuples.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals1.tuples"></a><a class="link" href="tuples.html" title="Tuples">Tuples</a>
+<a name="math_toolkit.toolkit.internals1.tuples"></a><a class="link" href="tuples.html" title="Tuples"> Tuples</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals1.tuples.synopsis"></a><h5>
-<a name="id1199824"></a>
+<a name="id1307233"></a>
 <a class="link" href="tuples.html#math_toolkit.toolkit.internals1.tuples.synopsis">Synopsis</a>
 </h5>

@@ -38,7 +38,7 @@

 
<a name="math_toolkit.toolkit.internals1.tuples.description"></a><h5>
-<a name="id1199890"></a>
+<a name="id1307299"></a>
 <a class="link" href="tuples.html#math_toolkit.toolkit.internals1.tuples.description">Description</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,15 +24,15 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.toolkit.internals2"></a><a class="link" href="internals2.html" title="Testing and Development">Testing and Development</a>
+<a name="math_toolkit.toolkit.internals2"></a><a class="link" href="internals2.html" title="Testing and Development"> Testing and Development</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Polynomials</dt>
-<dt><a href="internals2/minimax.html">Minimax Approximations
+<dt> Polynomials</dt>
+<dt><a href="internals2/minimax.html"> Minimax Approximations
 and the Remez Algorithm</a></dt>
-<dt><a href="internals2/error_test.html">Relative
+<dt><a href="internals2/error_test.html"> Relative
 Error and Testing</a></dt>
-<dt><a href="internals2/test_data.html">Graphing,
+<dt><a href="internals2/test_data.html"> Graphing,
 Profiling, and Generating Test Data for Special Functions</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals2.error_test"></a><a class="link" href="error_test.html" title="Relative Error and Testing">Relative
+<a name="math_toolkit.toolkit.internals2.error_test"></a><a class="link" href="error_test.html" title="Relative Error and Testing"> Relative
 Error and Testing</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals2.error_test.synopsis"></a><h5>
-<a name="id1204255"></a>
+<a name="id1310445"></a>
 <a class="link" href="error_test.html#math_toolkit.toolkit.internals2.error_test.synopsis">Synopsis</a>
 </h5>

@@ -45,7 +45,7 @@
test_result<see-below> test(const A& a, F1 test_func, F2 expect_func);
</pre>
<a name="math_toolkit.toolkit.internals2.error_test.description"></a><h5>
-<a name="id1205247"></a>
+<a name="id1310701"></a>
 <a class="link" href="error_test.html#math_toolkit.toolkit.internals2.error_test.description">Description</a>
 </h5>
<pre class="programlisting">template <class T>
@@ -157,7 +157,7 @@
 is mainly a debugging/development aid (and a good place for a breakpoint).
 
<a name="math_toolkit.toolkit.internals2.error_test.example"></a><h5>
-<a name="id1205971"></a>
+<a name="id1312835"></a>
 <a class="link" href="error_test.html#math_toolkit.toolkit.internals2.error_test.example">Example</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals2.minimax"></a><a class="link" href="minimax.html" title="Minimax Approximations and the Remez Algorithm">Minimax Approximations
+<a name="math_toolkit.toolkit.internals2.minimax"></a><a class="link" href="minimax.html" title="Minimax Approximations and the Remez Algorithm"> Minimax Approximations
and the Remez Algorithm</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,10 +24,10 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals2.polynomials"></a><a class="link" href="polynomials.html" title="Polynomials">Polynomials</a>
+<a name="math_toolkit.toolkit.internals2.polynomials"></a><a class="link" href="polynomials.html" title="Polynomials"> Polynomials</a>
</h4></div></div></div>
<a name="math_toolkit.toolkit.internals2.polynomials.synopsis"></a><h5>
-<a name="id1200056"></a>
+<a name="id1307464"></a>
 <a class="link" href="polynomials.html#math_toolkit.toolkit.internals2.polynomials.synopsis">Synopsis</a>
 </h5>

@@ -103,7 +103,7 @@
}}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals2.polynomials.description"></a><h5>
-<a name="id1203343"></a>
+<a name="id1309533"></a>
 <a class="link" href="polynomials.html#math_toolkit.toolkit.internals2.polynomials.description">Description</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.toolkit.internals2.test_data"></a><a class="link" href="test_data.html" title="Graphing, Profiling, and Generating Test Data for Special Functions">Graphing,
+<a name="math_toolkit.toolkit.internals2.test_data"></a><a class="link" href="test_data.html" title="Graphing, Profiling, and Generating Test Data for Special Functions"> Graphing,
 Profiling, and Generating Test Data for Special Functions</a>
</h4></div></div></div>

@@ -46,7 +46,7 @@
 </li>
</ul></div>
<a name="math_toolkit.toolkit.internals2.test_data.synopsis"></a><h5>
-<a name="id1206773"></a>
+<a name="id1313638"></a>
 <a class="link" href="test_data.html#math_toolkit.toolkit.internals2.test_data.synopsis">Synopsis</a>
 </h5>
<pre class="programlisting">namespace boost{ namespace math{ namespace tools{
@@ -147,7 +147,7 @@
}}} // namespaces
</pre>
<a name="math_toolkit.toolkit.internals2.test_data.description"></a><h5>
-<a name="id1209487"></a>
+<a name="id1315805"></a>
 <a class="link" href="test_data.html#math_toolkit.toolkit.internals2.test_data.description">Description</a>
 </h5>

@@ -177,7 +177,7 @@
 </li>
</ul></div>
<a name="math_toolkit.toolkit.internals2.test_data.example_1__output_data_for_graph_plotting"></a><h6>
-<a name="id1209544"></a>
+<a name="id1315862"></a>
 <a class="link" href="test_data.html#math_toolkit.toolkit.internals2.test_data.example_1__output_data_for_graph_plotting">Example
 1: Output Data for Graph Plotting</a>
 </h6>
@@ -211,7 +211,7 @@
 <img src="../../../../graphs/lgamma.png" align="middle">
 
<a name="math_toolkit.toolkit.internals2.test_data.example_2__creating_test_data"></a><h6>
-<a name="id1211177"></a>
+<a name="id1316266"></a>
 <a class="link" href="test_data.html#math_toolkit.toolkit.internals2.test_data.example_2__creating_test_data">Example
 2: Creating Test Data</a>
 </h6>
@@ -376,7 +376,7 @@
 used by default as it's rather hard on the compiler when the table is large.
 
<a name="math_toolkit.toolkit.internals2.test_data.example_3__profiling_a_continued_fraction_for_convergence_and_accuracy"></a><h6>
-<a name="id1212988"></a>
+<a name="id1318649"></a>
 <a class="link" href="test_data.html#math_toolkit.toolkit.internals2.test_data.example_3__profiling_a_continued_fraction_for_convergence_and_accuracy">Example
 3: Profiling a Continued Fraction for Convergence and Accuracy</a>
 </h6>
@@ -482,10 +482,12 @@
 of a and z.
 
<a name="math_toolkit.toolkit.internals2.test_data.reference"></a><h5>
-<a name="id1214664"></a>
+<a name="id1321946"></a>
 <a class="link" href="test_data.html#math_toolkit.toolkit.internals2.test_data.reference">reference</a>
 </h5>
<a name="test_data_reference"></a>
+ 
+
 Most of this tool has been described already in the examples above, we'll
 just add the following notes on the non-member functions:

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.toolkit.internals_overview"></a><a class="link" href="internals_overview.html" title="Overview">Overview</a>
+<a name="math_toolkit.toolkit.internals_overview"></a><a class="link" href="internals_overview.html" title="Overview"> Overview</a>
</h3></div></div></div>

This section contains internal utilities used by the library's implementation

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,19 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.using_udt"></a><a class="link" href="using_udt.html" title="Use with User-Defined Floating-Point Types">Use with User-Defined Floating-Point
+<a name="math_toolkit.using_udt"></a><a class="link" href="using_udt.html" title="Use with User-Defined Floating-Point Types"> Use with User-Defined Floating-Point
 Types</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt><a href="using_udt/use_ntl.html">Using With NTL - a High-Precision
+<dt><a href="using_udt/use_ntl.html"> Using With NTL - a High-Precision
 Floating-Point Library</a></dt>
-<dt><a href="using_udt/use_mpfr.html">Using With MPFR / GMP
+<dt><a href="using_udt/use_mpfr.html"> Using With MPFR / GMP
 - a High-Precision Floating-Point Library</a></dt>
-<dt><a href="using_udt/concepts.html">Conceptual Requirements
+<dt><a href="using_udt/concepts.html"> Conceptual Requirements
 for Real Number Types</a></dt>
-<dt><a href="using_udt/dist_concept.html">Conceptual Requirements
+<dt><a href="using_udt/dist_concept.html"> Conceptual Requirements
 for Distribution Types</a></dt>
-<dt><a href="using_udt/archetypes.html">Conceptual Archetypes
+<dt><a href="using_udt/archetypes.html"> Conceptual Archetypes
 for Reals and Distributions</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.using_udt.archetypes"></a><a class="link" href="archetypes.html" title="Conceptual Archetypes for Reals and Distributions">Conceptual Archetypes
+<a name="math_toolkit.using_udt.archetypes"></a><a class="link" href="archetypes.html" title="Conceptual Archetypes for Reals and Distributions"> Conceptual Archetypes
 for Reals and Distributions</a>
</h3></div></div></div>

@@ -39,7 +39,7 @@
 </li>
</ul></div>
<a name="math_toolkit.using_udt.archetypes.real_concept"></a><h6>
-<a name="id1222402"></a>
+<a name="id1328360"></a>
 <a class="link" href="archetypes.html#math_toolkit.using_udt.archetypes.real_concept">Real concept</a>
 </h6>

@@ -84,7 +84,7 @@
 declaration.
 
<a name="math_toolkit.using_udt.archetypes.testing_the_real_concept"></a><h4>
-<a name="id1222581"></a>
+<a name="id1328539"></a>
 <a class="link" href="archetypes.html#math_toolkit.using_udt.archetypes.testing_the_real_concept">Testing
 the real concept</a>
 </h4>
@@ -130,7 +130,7 @@
 double</code>, also tests <code class="computeroutput">real_concept</code>.
 
<a name="math_toolkit.using_udt.archetypes.distribution_concept"></a><h4>
-<a name="id1222802"></a>
+<a name="id1328759"></a>
 <a class="link" href="archetypes.html#math_toolkit.using_udt.archetypes.distribution_concept">Distribution
 Concept</a>
 </h4>
@@ -166,7 +166,7 @@
 class</a> for distribution types.
 
<a name="math_toolkit.using_udt.archetypes.testing_the_distribution_concept"></a><h4>
-<a name="id1223024"></a>
+<a name="id1328981"></a>
 <a class="link" href="archetypes.html#math_toolkit.using_udt.archetypes.testing_the_distribution_concept">Testing
 the distribution concept</a>
 </h4>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.using_udt.concepts"></a><a class="link" href="concepts.html" title="Conceptual Requirements for Real Number Types">Conceptual Requirements
+<a name="math_toolkit.using_udt.concepts"></a><a class="link" href="concepts.html" title="Conceptual Requirements for Real Number Types"> Conceptual Requirements
 for Real Number Types</a>
</h3></div></div></div>

@@ -42,7 +42,7 @@
 behaves just like a built in floating point type.
 
<a name="math_toolkit.using_udt.concepts.basic_arithmetic_requirements"></a><h5>
-<a name="id1217495"></a>
+<a name="id1322998"></a>
 <a class="link" href="concepts.html#math_toolkit.using_udt.concepts.basic_arithmetic_requirements">Basic
 Arithmetic Requirements</a>
 </h5>
@@ -1035,7 +1035,7 @@
</td></tr>
</table></div>
<a name="math_toolkit.using_udt.concepts.standard_library_support_requirements"></a><h5>
-<a name="id1220165"></a>
+<a name="id1325589"></a>
 <a class="link" href="concepts.html#math_toolkit.using_udt.concepts.standard_library_support_requirements">Standard
 Library Support Requirements</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.using_udt.dist_concept"></a><a class="link" href="dist_concept.html" title="Conceptual Requirements for Distribution Types">Conceptual Requirements
+<a name="math_toolkit.using_udt.dist_concept"></a><a class="link" href="dist_concept.html" title="Conceptual Requirements for Distribution Types"> Conceptual Requirements
for Distribution Types</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.using_udt.use_mpfr"></a><a class="link" href="use_mpfr.html" title="Using With MPFR / GMP - a High-Precision Floating-Point Library">Using With MPFR / GMP
+<a name="math_toolkit.using_udt.use_mpfr"></a><a class="link" href="use_mpfr.html" title="Using With MPFR / GMP - a High-Precision Floating-Point Library"> Using With MPFR / GMP
- a High-Precision Floating-Point Library</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.using_udt.use_ntl"></a><a class="link" href="use_ntl.html" title="Using With NTL - a High-Precision Floating-Point Library">Using With NTL - a High-Precision
+<a name="math_toolkit.using_udt.use_ntl"></a><a class="link" href="use_ntl.html" title="Using With NTL - a High-Precision Floating-Point Library"> Using With NTL - a High-Precision
Floating-Point Library</a>
</h3></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,36 +24,38 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.utils"></a><a class="link" href="utils.html" title="Floating Point Utilities">Floating Point Utilities</a>
+<a name="math_toolkit.utils"></a><a class="link" href="utils.html" title="Floating Point Utilities"> Floating Point Utilities</a>
</h2></div></div></div>
<div class="toc"><dl>
-<dt><a href="utils/rounding.html">Rounding Truncation and
+<dt><a href="utils/rounding.html"> Rounding Truncation and
 Integer Conversion</a></dt>
<dd><dl>
-<dt>Rounding Functions</dt>
-<dt>Truncation Functions</dt>
-<dt><a href="utils/rounding/modf.html">Integer and Fractional
+<dt> Rounding Functions</dt>
+<dt> Truncation Functions</dt>
+<dt><a href="utils/rounding/modf.html"> Integer and Fractional
 Part Splitting (modf)</a></dt>
</dl></dd>
-<dt><a href="utils/fpclass.html">Floating-Point Classification:
+<dt><a href="utils/fpclass.html"> Floating-Point Classification:
 Infinities and NaN's</a></dt>
-<dt><a href="utils/sign_functions.html">Sign Manipulation
+<dt><a href="utils/sign_functions.html"> Sign Manipulation
 Functions</a></dt>
-<dt><a href="utils/next_float.html">Floating-Point Representation
+<dt><a href="utils/next_float.html"> Floating-Point Representation
 Distance (ULP), and Finding Adjacent Floating-Point Values</a></dt>
<dd><dl>
-<dt><a href="utils/next_float/nextafter.html">Finding the
+<dt><a href="utils/next_float/nextafter.html"> Finding the
 Next Representable Value in a Specific Direction (nextafter)</a></dt>
-<dt><a href="utils/next_float/float_next.html">Finding the
- Next Greater Representable Value (float_next)</a></dt>
-<dt><a href="utils/next_float/float_prior.html">Finding
+<dt><a href="utils/next_float/float_next.html"> Finding
+ the Next Greater Representable Value (float_next)</a></dt>
+<dt><a href="utils/next_float/float_prior.html"> Finding
 the Next Smaller Representable Value (float_prior)</a></dt>
-<dt><a href="utils/next_float/float_distance.html">Calculating
+<dt><a href="utils/next_float/float_distance.html"> Calculating
 the Representation Distance Between Two Floating Point Values (ULP) float_distance</a></dt>
-<dt><a href="utils/next_float/float_advance.html">Advancing
+<dt><a href="utils/next_float/float_advance.html"> Advancing
 a Floating Point Value by a Specific Representation Distance (ULP) float_advance</a></dt>
</dl></dd>
</dl></div>
+
+ 
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.utils.fpclass"></a><a class="link" href="fpclass.html" title="Floating-Point Classification: Infinities and NaN's">Floating-Point Classification:
+<a name="math_toolkit.utils.fpclass"></a><a class="link" href="fpclass.html" title="Floating-Point Classification: Infinities and NaN's"> Floating-Point Classification:
 Infinities and NaN's</a>
</h3></div></div></div>
<a name="math_toolkit.utils.fpclass.synopsis"></a><h5>
-<a name="id1145073"></a>
+<a name="id1250628"></a>
 <a class="link" href="fpclass.html#math_toolkit.utils.fpclass.synopsis">Synopsis</a>
 </h5>
<pre class="programlisting">#define FP_ZERO /* implementation specific value */
@@ -58,7 +58,7 @@
 to use these functions.
 
<a name="math_toolkit.utils.fpclass.description"></a><h5>
-<a name="id1147103"></a>
+<a name="id1251019"></a>
 <a class="link" href="fpclass.html#math_toolkit.utils.fpclass.description">Description</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,19 +24,19 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.utils.next_float"></a><a class="link" href="next_float.html" title="Floating-Point Representation Distance (ULP), and Finding Adjacent Floating-Point Values">Floating-Point Representation
+<a name="math_toolkit.utils.next_float"></a><a class="link" href="next_float.html" title="Floating-Point Representation Distance (ULP), and Finding Adjacent Floating-Point Values"> Floating-Point Representation
 Distance (ULP), and Finding Adjacent Floating-Point Values</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt><a href="next_float/nextafter.html">Finding the
+<dt><a href="next_float/nextafter.html"> Finding the
 Next Representable Value in a Specific Direction (nextafter)</a></dt>
-<dt><a href="next_float/float_next.html">Finding the
- Next Greater Representable Value (float_next)</a></dt>
-<dt><a href="next_float/float_prior.html">Finding
+<dt><a href="next_float/float_next.html"> Finding
+ the Next Greater Representable Value (float_next)</a></dt>
+<dt><a href="next_float/float_prior.html"> Finding
 the Next Smaller Representable Value (float_prior)</a></dt>
-<dt><a href="next_float/float_distance.html">Calculating
+<dt><a href="next_float/float_distance.html"> Calculating
 the Representation Distance Between Two Floating Point Values (ULP) float_distance</a></dt>
-<dt><a href="next_float/float_advance.html">Advancing
+<dt><a href="next_float/float_advance.html"> Advancing
 a Floating Point Value by a Specific Representation Distance (ULP) float_advance</a></dt>
</dl></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.next_float.float_advance"></a><a class="link" href="float_advance.html" title="Advancing a Floating Point Value by a Specific Representation Distance (ULP) float_advance">Advancing
+<a name="math_toolkit.utils.next_float.float_advance"></a><a class="link" href="float_advance.html" title="Advancing a Floating Point Value by a Specific Representation Distance (ULP) float_advance"> Advancing
 a Floating Point Value by a Specific Representation Distance (ULP) float_advance</a>
</h4></div></div></div>

@@ -32,7 +32,7 @@
 number of ULP.
 
<a name="math_toolkit.utils.next_float.float_advance.synopsis"></a><h5>
-<a name="id1149929"></a>
+<a name="id1254937"></a>
 <a class="link" href="float_advance.html#math_toolkit.utils.next_float.float_advance.synopsis">Synopsis</a>
 </h5>

@@ -50,7 +50,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.utils.next_float.float_advance.description___float_advance"></a><h5>
-<a name="id1150093"></a>
+<a name="id1256876"></a>
 <a class="link" href="float_advance.html#math_toolkit.utils.next_float.float_advance.description___float_advance">Description
 - float_advance</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.next_float.float_distance"></a><a class="link" href="float_distance.html" title="Calculating the Representation Distance Between Two Floating Point Values (ULP) float_distance">Calculating
+<a name="math_toolkit.utils.next_float.float_distance"></a><a class="link" href="float_distance.html" title="Calculating the Representation Distance Between Two Floating Point Values (ULP) float_distance"> Calculating
 the Representation Distance Between Two Floating Point Values (ULP) float_distance</a>
</h4></div></div></div>

@@ -34,7 +34,7 @@
 different.
 
<a name="math_toolkit.utils.next_float.float_distance.synopsis"></a><h5>
-<a name="id1149558"></a>
+<a name="id1254566"></a>
 <a class="link" href="float_distance.html#math_toolkit.utils.next_float.float_distance.synopsis">Synopsis</a>
 </h5>

@@ -52,7 +52,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.utils.next_float.float_distance.description___float_distance"></a><h5>
-<a name="id1149722"></a>
+<a name="id1254730"></a>
 <a class="link" href="float_distance.html#math_toolkit.utils.next_float.float_distance.description___float_distance">Description
 - float_distance</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.next_float.float_next"></a><a class="link" href="float_next.html" title="Finding the Next Greater Representable Value (float_next)">Finding the
- Next Greater Representable Value (float_next)</a>
+<a name="math_toolkit.utils.next_float.float_next"></a><a class="link" href="float_next.html" title="Finding the Next Greater Representable Value (float_next)"> Finding
+ the Next Greater Representable Value (float_next)</a>
</h4></div></div></div>
<a name="math_toolkit.utils.next_float.float_next.synopsis"></a><h5>
-<a name="id1149034"></a>
+<a name="id1254051"></a>
 <a class="link" href="float_next.html#math_toolkit.utils.next_float.float_next.synopsis">Synopsis</a>
 </h5>

@@ -46,7 +46,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.utils.next_float.float_next.description___float_next"></a><h5>
-<a name="id1149185"></a>
+<a name="id1254202"></a>
 <a class="link" href="float_next.html#math_toolkit.utils.next_float.float_next.description___float_next">Description
 - float_next</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.next_float.float_prior"></a><a class="link" href="float_prior.html" title="Finding the Next Smaller Representable Value (float_prior)">Finding
+<a name="math_toolkit.utils.next_float.float_prior"></a><a class="link" href="float_prior.html" title="Finding the Next Smaller Representable Value (float_prior)"> Finding
 the Next Smaller Representable Value (float_prior)</a>
</h4></div></div></div>
<a name="math_toolkit.utils.next_float.float_prior.synopsis"></a><h5>
-<a name="id1149295"></a>
+<a name="id1254303"></a>
 <a class="link" href="float_prior.html#math_toolkit.utils.next_float.float_prior.synopsis">Synopsis</a>
 </h5>

@@ -46,7 +46,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.utils.next_float.float_prior.description___float_prior"></a><h5>
-<a name="id1149446"></a>
+<a name="id1254454"></a>
 <a class="link" href="float_prior.html#math_toolkit.utils.next_float.float_prior.description___float_prior">Description
 - float_prior</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.next_float.nextafter"></a><a class="link" href="nextafter.html" title="Finding the Next Representable Value in a Specific Direction (nextafter)">Finding the
+<a name="math_toolkit.utils.next_float.nextafter"></a><a class="link" href="nextafter.html" title="Finding the Next Representable Value in a Specific Direction (nextafter)"> Finding the
 Next Representable Value in a Specific Direction (nextafter)</a>
</h4></div></div></div>
<a name="math_toolkit.utils.next_float.nextafter.synopsis"></a><h5>
-<a name="id1148507"></a>
+<a name="id1253524"></a>
 <a class="link" href="nextafter.html#math_toolkit.utils.next_float.nextafter.synopsis">Synopsis</a>
 </h5>

@@ -46,7 +46,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.utils.next_float.nextafter.description___nextafter"></a><h5>
-<a name="id1148674"></a>
+<a name="id1253691"></a>
 <a class="link" href="nextafter.html#math_toolkit.utils.next_float.nextafter.description___nextafter">Description
 - nextafter</a>
 </h5>
@@ -76,7 +76,7 @@
 returns an <a class="link" href="../../main_overview/error_handling.html#overflow_error">overflow_error</a>.
 
<a name="math_toolkit.utils.next_float.nextafter.examples___nextafter"></a><h5>
-<a name="id1148759"></a>
+<a name="id1253776"></a>
 <a class="link" href="nextafter.html#math_toolkit.utils.next_float.nextafter.examples___nextafter">Examples
 - nextafter</a>
 </h5>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,13 +24,13 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.utils.rounding"></a><a class="link" href="rounding.html" title="Rounding Truncation and Integer Conversion">Rounding Truncation and
+<a name="math_toolkit.utils.rounding"></a><a class="link" href="rounding.html" title="Rounding Truncation and Integer Conversion"> Rounding Truncation and
Integer Conversion</a>
</h3></div></div></div>
<div class="toc"><dl>
-<dt>Rounding Functions</dt>
-<dt>Truncation Functions</dt>
-<dt><a href="rounding/modf.html">Integer and Fractional
+<dt> Rounding Functions</dt>
+<dt> Truncation Functions</dt>
+<dt><a href="rounding/modf.html"> Integer and Fractional
Part Splitting (modf)</a></dt>
</dl></div>
</div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.rounding.modf"></a><a class="link" href="modf.html" title="Integer and Fractional Part Splitting (modf)">Integer and Fractional
+<a name="math_toolkit.utils.rounding.modf"></a><a class="link" href="modf.html" title="Integer and Fractional Part Splitting (modf)"> Integer and Fractional
Part Splitting (modf)</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.rounding.round"></a><a class="link" href="round.html" title="Rounding Functions">Rounding Functions</a>
+<a name="math_toolkit.utils.rounding.round"></a><a class="link" href="round.html" title="Rounding Functions"> Rounding Functions</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,7 +24,7 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.utils.rounding.trunc"></a><a class="link" href="trunc.html" title="Truncation Functions">Truncation Functions</a>
+<a name="math_toolkit.utils.rounding.trunc"></a><a class="link" href="trunc.html" title="Truncation Functions"> Truncation Functions</a>
</h4></div></div></div>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -24,11 +24,11 @@
</div>
<div class="section" lang="en">
<div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.utils.sign_functions"></a><a class="link" href="sign_functions.html" title="Sign Manipulation Functions">Sign Manipulation
+<a name="math_toolkit.utils.sign_functions"></a><a class="link" href="sign_functions.html" title="Sign Manipulation Functions"> Sign Manipulation
 Functions</a>
</h3></div></div></div>
<a name="math_toolkit.utils.sign_functions.synopsis"></a><h5>
-<a name="id1147852"></a>
+<a name="id1252869"></a>
 <a class="link" href="sign_functions.html#math_toolkit.utils.sign_functions.synopsis">Synopsis</a>
 </h5>

@@ -52,7 +52,7 @@
}} // namespaces
</pre>
<a name="math_toolkit.utils.sign_functions.description"></a><h5>
-<a name="id1148146"></a>
+<a name="id1253163"></a>
 <a class="link" href="sign_functions.html#math_toolkit.utils.sign_functions.description">Description</a>
 </h5>
<pre class="programlisting">template<class T>

Modified: trunk/libs/math/example/policy_eg_8.cpp
==============================================================================
--- trunk/libs/math/example/policy_eg_8.cpp (original)
+++ trunk/libs/math/example/policy_eg_8.cpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -38,6 +38,8 @@
 T user_denorm_error(const char* function, const char* message, const T& val);
 template <class T>
 T user_evaluation_error(const char* function, const char* message, const T& val);
+ template <class T, class TargetType>
+ T user_rounding_error(const char* function, const char* message, const T& val, const TargetType& t);
 template <class T>
 T user_indeterminate_result_error(const char* function, const char* message, const T& val);

Modified: trunk/libs/math/test/test_beta_dist.cpp
==============================================================================
--- trunk/libs/math/test/test_beta_dist.cpp (original)
+++ trunk/libs/math/test/test_beta_dist.cpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -522,7 +522,7 @@
    BOOST_CHECK_CLOSE_FRACTION(variance(mybeta22), 0.05, tol);
    BOOST_CHECK_CLOSE_FRACTION(mean(mybeta22), 0.5, tol);
    BOOST_CHECK_CLOSE_FRACTION(mode(mybeta22), 0.5, tol);
- BOOST_CHECK_CLOSE_FRACTION(median(mybeta22), 0.5, sqrt(epsilon)); // tol * 1e6theoretical maximum accuracy using Brent is sqrt(epsilon).
+ BOOST_CHECK_CLOSE_FRACTION(median(mybeta22), 0.5, sqrt(tol)); // Theoretical maximum accuracy using Brent is sqrt(epsilon).

    BOOST_CHECK_CLOSE_FRACTION(skewness(mybeta22), 0.0, tol);
    BOOST_CHECK_CLOSE_FRACTION(kurtosis_excess(mybeta22), -144.0 / 168, tol);

Modified: trunk/libs/math/test/test_constants.cpp
==============================================================================
--- trunk/libs/math/test/test_constants.cpp (original)
+++ trunk/libs/math/test/test_constants.cpp 2010-12-14 14:22:52 EST (Tue, 14 Dec 2010)
@@ -8,7 +8,7 @@

// test_constants.cpp

-#include <pch.hpp> // \boost-trunk\libs\math\test\
+#include <pch.hpp>

#include <boost/math/concepts/real_concept.hpp> // for real_concept
#include <boost/test/test_exec_monitor.hpp> // Boost.Test

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