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From: john_at_[hidden]
Date: 2007-11-08 07:40:15


Author: johnmaddock
Date: 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
New Revision: 40927
URL: http://svn.boost.org/trac/boost/changeset/40927

Log:
Removed non-BSL files, updated and regenerated docs accordingly.
Removed:
   trunk/libs/math/doc/sf_and_dist/svgmath.xml
   trunk/libs/math/doc/sf_and_dist/xep.xml
Text files modified:
   trunk/libs/math/doc/sf_and_dist/html/index.html | 8
   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 | 254 ++++++++++++++++----------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html | 70 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html | 31 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html | 26 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html | 66 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist.html | 13
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html | 18 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html | 48 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html | 61 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html | 177 ++++++++----------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html | 272 +++++++++++++---------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html | 65 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html | 87 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html | 62 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html | 55 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html | 100 ++++------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html | 78 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html | 53 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html | 211 ++++++++++------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html | 67 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html | 64 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html | 82 +++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html | 68 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html | 81 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html | 56 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html | 58 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html | 70 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html | 249 +++++++++++++-------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/future.html | 38 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html | 17
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html | 30 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html | 160 ++++++++--------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html | 24 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html | 22 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html | 38 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html | 25 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html | 26 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html | 49 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html | 19 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html | 38 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html | 29 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html | 21 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html | 24 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html | 33 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html | 28 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html | 19 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html | 28 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html | 61 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html | 40 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html | 33 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html | 23 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html | 34 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html | 27 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html | 42 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html | 20 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html | 22 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html | 79 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html | 19 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html | 30 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html | 24 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html | 28 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html | 65 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html | 49 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview.html | 9
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html | 18 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html | 39 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html | 346 +++++++++++++++++-------------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html | 58 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html | 86 +++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html | 39 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html | 28 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html | 21 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html | 51 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html | 51 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html | 22 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html | 85 +++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html | 373 ++++++++++++++++-----------------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html | 88 +++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/interp.html | 16
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html | 20 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html | 26 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/perf/tuning.html | 151 +++++++---------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html | 47 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html | 21 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html | 85 ++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html | 95 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html | 55 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html | 23 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html | 19 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html | 96 +++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html | 187 +++++++++----------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html | 21 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html | 21 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html | 25 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html | 39 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html | 29 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html | 39 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html | 27 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html | 34 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html | 31 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html | 26 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special.html | 11
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html | 120 +++++-------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html | 54 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html | 116 +++++------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html | 85 +++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html | 96 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html | 96 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html | 96 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html | 138 ++++++--------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html | 60 +++---
   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 | 51 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html | 47 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html | 86 ++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html | 63 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html | 61 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/fpclass.html | 29 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html | 38 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html | 33 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html | 40 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html | 47 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers.html | 18 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html | 45 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html | 53 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html | 38 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html | 64 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html | 43 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html | 51 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html | 66 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html | 77 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html | 151 +++++++---------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html | 302 ++++++++++++++------------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html | 121 +++++-------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html | 98 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html | 13
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html | 71 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html | 67 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html | 103 ++++------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html | 170 ++++++++----------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html | 144 ++++++--------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html | 94 ++++-----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html | 133 ++++++-------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html | 15
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html | 83 ++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html | 117 +++++-------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html | 143 ++++++--------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html | 108 +++++------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc.html | 18 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html | 27 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html | 30 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html | 32 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status.html | 11
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/compilers.html | 24 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/credits.html | 11
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/history1.html | 53 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/status/issues.html | 62 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit.html | 12
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html | 43 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html | 38 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html | 48 ++--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html | 69 +++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html | 81 ++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html | 36 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html | 14
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html | 79 ++++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html | 29 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html | 26 +-
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html | 77 +++----
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html | 13
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt.html | 17 -
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html | 61 ++---
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html | 307 ++++++++++++++++----------------
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html | 38 +--
   trunk/libs/math/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html | 30 +-
   trunk/libs/math/doc/sf_and_dist/implementation.qbk | 65 ++++++
   190 files changed, 5339 insertions(+), 6226 deletions(-)

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -3,9 +3,9 @@
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
 <title>Math Toolkit</title>
 <link rel="stylesheet" href="../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="index.html" title="Math Toolkit">
-<link rel="next" href="math_toolkit/main_overview.html" title=" Overview">
+<link rel="next" href="math_toolkit/main_overview.html" title="Overview">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -40,7 +40,7 @@
 <div><p class="copyright">Copyright © 2006 -2007 John Maddock, Paul A. Bristow, Hubert Holin
       and Xiaogang Zhang</p></div>
 <div><div class="legalnotice">
-<a name="id385648"></a><p>
+<a name="id435852"></a><p>
         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)
       </p>
@@ -385,7 +385,7 @@
   </p>
 </div>
 <table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
-<td align="left"><p><small>Last revised: November 07, 2007 at 03:10:38 GMT</small></p></td>
+<td align="left"><p><small>Last revised: November 08, 2007 at 12:30:04 GMT</small></p></td>
 <td align="right"><div class="copyright-footer"><small></small></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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Backgrounders</title>
+<title>Backgrounders</title>
 <link rel="stylesheet" href="../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../index.html" title="Math Toolkit">
 <link rel="up" href="../index.html" title="Math Toolkit">
-<link rel="prev" href="perf/perf_test_app.html" title=" The Performance Test
- Application">
-<link rel="next" href="backgrounders/implementation.html" title=" Additional
- Implementation Notes">
+<link rel="prev" href="perf/perf_test_app.html" title="The Performance Test Application">
+<link rel="next" href="backgrounders/implementation.html" title="Additional Implementation Notes">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.backgrounders"></a> Backgrounders</h2></div></div></div>
+<a name="math_toolkit.backgrounders"></a> Backgrounders
+</h2></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="backgrounders/implementation.html"> Additional
       Implementation Notes</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Additional
- Implementation Notes</title>
+<title>Additional Implementation Notes</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../backgrounders.html" title=" Backgrounders">
-<link rel="prev" href="../backgrounders.html" title=" Backgrounders">
-<link rel="next" href="relative_error.html" title=" Relative
- Error">
+<link rel="up" href="../backgrounders.html" title="Backgrounders">
+<link rel="prev" href="../backgrounders.html" title="Backgrounders">
+<link rel="next" href="relative_error.html" title="Relative Error">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,19 +24,19 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.implementation"></a><a href="implementation.html" title=" Additional
- Implementation Notes"> Additional
- Implementation Notes</a></h3></div></div></div>
+<a name="math_toolkit.backgrounders.implementation"></a><a href="implementation.html" title="Additional Implementation Notes"> Additional
+ Implementation Notes</a>
+</h3></div></div></div>
 <p>
         The majority of the implementation notes are included with the documentation
         of each function or distribution. The notes here are of a more general nature,
         and reflect more the general implementation philosophy used.
       </p>
-<a name="math_toolkit.backgrounders.implementation.implemention_philosophy"></a><h4>
-<a name="id745662"></a>
+<a name="math_toolkit.backgrounders.implementation.implemention_philosophy"></a><h5>
+<a name="id782637"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.implemention_philosophy">Implemention
         philosophy</a>
- </h4>
+ </h5>
 <p>
         "First be right, then be fast."
       </p>
@@ -58,7 +56,7 @@
 <p>
         (It also required much CPU effort - there was some danger of molten plastic
         dripping from the bottom of JM's laptop, so instead, PAB's Dual-core desktop
- was kept 50% busy for <span class="bold"><b>days</b></span> calculating some
+ was kept 50% busy for <span class="bold"><strong>days</strong></span> calculating some
         tables of test values!)
       </p>
 <p>
@@ -73,7 +71,7 @@
       </p>
 <p>
         For example, there are approximations dating back from times when computation
- was a <span class="bold"><b>lot</b></span> more expensive:
+ was a <span class="bold"><strong>lot</strong></span> more expensive:
       </p>
 <p>
         H Goldberg and H Levine, Approximate formulas for percentage points and normalisation
@@ -86,11 +84,11 @@
 <p>
         These could still provide sufficient accuracy for some speed-critical applications.
       </p>
-<a name="math_toolkit.backgrounders.implementation.accuracy_and_representation_of_test_values"></a><h4>
-<a name="id745775"></a>
+<a name="math_toolkit.backgrounders.implementation.accuracy_and_representation_of_test_values"></a><h5>
+<a name="id782748"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.accuracy_and_representation_of_test_values">Accuracy
         and Representation of Test Values</a>
- </h4>
+ </h5>
 <p>
         In order to be accurate enough for as many as possible real types, constant
         values are given to 50 decimal digits if available (though many sources proved
@@ -106,20 +104,20 @@
         as
       </p>
 <p>
- <tt class="computeroutput"><span class="keyword">static_cast</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(-</span><span class="number">3</span><span class="special">)</span> <span class="special">/</span>
- <span class="number">5</span><span class="special">;</span></tt>
+ <code class="computeroutput"><span class="keyword">static_cast</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(-</span><span class="number">3</span><span class="special">)</span> <span class="special">/</span>
+ <span class="number">5</span><span class="special">;</span></code>
       </p>
 <p>
         to provide the most accurate value that the compiler can compute for the
         real type. (The denominator is an integer and so will be promoted exactly).
       </p>
 <p>
- So tests for one third, <span class="bold"><b>not</b></span> exactly representable
+ So tests for one third, <span class="bold"><strong>not</strong></span> exactly representable
         with radix two floating-point, (should) use, for example:
       </p>
 <p>
- <tt class="computeroutput"><span class="keyword">static_cast</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="number">1</span><span class="special">)</span> <span class="special">/</span>
- <span class="number">3</span><span class="special">;</span></tt>
+ <code class="computeroutput"><span class="keyword">static_cast</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="number">1</span><span class="special">)</span> <span class="special">/</span>
+ <span class="number">3</span><span class="special">;</span></code>
       </p>
 <p>
         If a function is very sensitive to changes in input, specifying an inexact
@@ -127,15 +125,15 @@
         0.1f is "wrong" by ~1e-7 for example (because 0.1 has no exact
         binary representation). That is why exact binary values - halves, quarters,
         and eighths etc - are used in test code along with the occasional fraction
- <tt class="computeroutput"><span class="identifier">a</span><span class="special">/</span><span class="identifier">b</span></tt> with <tt class="computeroutput"><span class="identifier">b</span></tt>
+ <code class="computeroutput"><span class="identifier">a</span><span class="special">/</span><span class="identifier">b</span></code> with <code class="computeroutput"><span class="identifier">b</span></code>
         a power of two (in order to ensure that the result is an exactly representable
         binary value).
       </p>
-<a name="math_toolkit.backgrounders.implementation.tolerance_of_tests"></a><h4>
-<a name="id746020"></a>
+<a name="math_toolkit.backgrounders.implementation.tolerance_of_tests"></a><h5>
+<a name="id782980"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.tolerance_of_tests">Tolerance
         of Tests</a>
- </h4>
+ </h5>
 <p>
         The tolerances need to be set to the maximum of:
       </p>
@@ -157,11 +155,11 @@
         fail on other systems where long double is more accurate than double. Check
         first that the suffix L is present, and then that the tolerance is big enough.
       </p>
-<a name="math_toolkit.backgrounders.implementation.handling_unsuitable_arguments"></a><h4>
-<a name="id746080"></a>
+<a name="math_toolkit.backgrounders.implementation.handling_unsuitable_arguments"></a><h5>
+<a name="id783040"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.handling_unsuitable_arguments">Handling
         Unsuitable Arguments</a>
- </h4>
+ </h5>
 <p>
         In <a href="http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2004/n1665.pdf" target="_top">Errors
         in Mathematical Special Functions</a>, J. Marraffino &amp; M. Paterno
@@ -216,18 +214,17 @@
         with <span class="emphasis"><em>ISO/IEC 9899:1999 Programming languages - C</em></span> and
         with the <a href="http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf" target="_top">Draft
         Technical Report on C++ Library Extensions, 2005-06-24, section 5.2.1, paragraph
- 5</a>. <a href="../main_overview/error_handling.html" title=" Error Handling">See
+ 5</a>. <a href="../main_overview/error_handling.html" title="Error Handling">See
         also domain_error</a>.
       </p>
 <p>
- See policy reference for
+ See policy reference for
         details of the error handling policies that should allow a user to comply
         with any of these recommendations, as well as other behaviour.
       </p>
 <p>
- See error handling
- for a detailed explanation of the mechanism, and <a href="../dist/stat_tut/weg/error_eg.html" title=" Error Handling
- Example">error_handling
+ See error handling
+ for a detailed explanation of the mechanism, and <a href="../dist/stat_tut/weg/error_eg.html" title="Error Handling Example">error_handling
         example</a> and error_handling_example.cpp
       </p>
 <div class="caution"><table border="0" summary="Caution">
@@ -235,24 +232,23 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
           If you enable throw but do NOT have try &amp; catch block, then the program
           will terminate with an uncaught exception and probably abort. Therefore
- to get the benefit of helpful error messages, enabling <span class="bold"><b>all</b></span>
- exceptions <span class="bold"><b>and</b></span> using try&amp;catch is
+ to get the benefit of helpful error messages, enabling <span class="bold"><strong>all</strong></span>
+ exceptions <span class="bold"><strong>and</strong></span> using try&amp;catch is
           recommended for all applications. However, for simplicity, this is not
           done for most examples.
         </p></td></tr>
 </table></div>
-<a name="math_toolkit.backgrounders.implementation.handling_of_functions_that_are_not_mathematically_defined"></a><h4>
-<a name="id746308"></a>
+<a name="math_toolkit.backgrounders.implementation.handling_of_functions_that_are_not_mathematically_defined"></a><h5>
+<a name="id783264"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.handling_of_functions_that_are_not_mathematically_defined">Handling
         of Functions that are Not Mathematically defined</a>
- </h4>
+ </h5>
 <p>
         Functions that are not mathematically defined, like the Cauchy mean, fail
- to compile by default. <a href="../policy/pol_ref/assert_undefined.html" title=" Mathematically
- Undefined Function Policies">A
+ to compile by default. <a href="../policy/pol_ref/assert_undefined.html" title="Mathematically Undefined Function Policies">A
         policy</a> allows control of this.
       </p>
 <p>
@@ -261,8 +257,8 @@
         and to return NaN instead. For example,
       </p>
 <p>
- <tt class="computeroutput"><span class="preprocessor">#define</span> <span class="identifier">BOOST_MATH_DOMAIN_ERROR_POLICY</span>
- <span class="identifier">ignore_error</span></tt>
+ <code class="computeroutput"><span class="preprocessor">#define</span> <span class="identifier">BOOST_MATH_DOMAIN_ERROR_POLICY</span>
+ <span class="identifier">ignore_error</span></code>
       </p>
 <p>
         appears before the first Boost include, then if the un-implemented function
@@ -273,28 +269,28 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Warning]" src="../../../../../../../doc/html/images/warning.png"></td>
 <th align="left">Warning</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
- If <tt class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">numeric_limits</span><span class="special">&lt;</span><span class="identifier">T</span><span class="special">&gt;::</span><span class="identifier">has_quiet_NaN</span></tt> is false (for example T
+<tr><td align="left" valign="top"><p>
+ If <code class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">numeric_limits</span><span class="special">&lt;</span><span class="identifier">T</span><span class="special">&gt;::</span><span class="identifier">has_quiet_NaN</span></code> is false (for example T
           is a User-defined type), then an exception will always be thrown when a
           domain error occurs. Catching exceptions is therefore strongly recommended.
         </p></td></tr>
 </table></div>
-<a name="math_toolkit.backgrounders.implementation.median_of_distributions"></a><h4>
-<a name="id746451"></a>
+<a name="math_toolkit.backgrounders.implementation.median_of_distributions"></a><h5>
+<a name="id783405"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.median_of_distributions">Median
         of distributions</a>
- </h4>
+ </h5>
 <p>
         There are many distributions for which we have been unable to find an analytic
         formula, and this has deterred us from implementing <a href="http://en.wikipedia.org/wiki/Median" target="_top">median
         functions</a>, the mid-point in a list of values.
       </p>
 <p>
- However a useful median approximation for distribution <tt class="computeroutput"><span class="identifier">dist</span></tt>
+ However a useful median approximation for distribution <code class="computeroutput"><span class="identifier">dist</span></code>
         may be available from
       </p>
 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="number">0.5</span><span class="special">)</span></tt>.
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="number">0.5</span><span class="special">)</span></code>.
       </p>
 <p>
         <a href="http://www.amstat.org/publications/jse/v13n2/vonhippel.html" target="_top">Mean,
@@ -312,11 +308,11 @@
         <a href="http://documents.wolfram.com/v5/TheMathematicaBook/AdvancedMathematicsInMathematica/NumericalOperationsOnData/3.8.1.html" target="_top">Mathematica
         Basic Statistics.</a> give more detail, in particular for discrete distributions.
       </p>
-<a name="math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity"></a><h4>
-<a name="id746599"></a>
+<a name="math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity"></a><h5>
+<a name="id783550"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity">Handling
         of Floating-Point Infinity</a>
- </h4>
+ </h5>
 <p>
         Some functions and distributions are well defined with + or - infinity as
         argument(s), but after some experiments with handling infinite arguments
@@ -326,7 +322,7 @@
 <p>
         Handling infinity as special cases is additionally complicated because, unlike
         built-in types on most - but not all - platforms, not all User-Defined Types
- are specialized to provide <tt class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">numeric_limits</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;::</span><span class="identifier">infinity</span><span class="special">()</span></tt> and would return zero rather than any representation
+ are specialized to provide <code class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">numeric_limits</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;::</span><span class="identifier">infinity</span><span class="special">()</span></code> and would return zero rather than any representation
         of infinity.
       </p>
 <p>
@@ -341,22 +337,20 @@
         for the realType on that implementation.
       </p>
 <p>
- Overflow, underflow, denorm can be handled using <a href="../policy/pol_ref/error_handling_policies.html" title="
- Error Handling Policies">error
+ Overflow, underflow, denorm can be handled using <a href="../policy/pol_ref/error_handling_policies.html" title="Error Handling Policies">error
         handling policies</a>.
       </p>
 <p>
         We have also tried to catch boundary cases where the mathematical specification
         would result in divide by zero or overflow and signalling these similarly.
- What happens at (and near), poles can be controlled through <a href="../policy/pol_ref/error_handling_policies.html" title="
- Error Handling Policies">error
+ What happens at (and near), poles can be controlled through <a href="../policy/pol_ref/error_handling_policies.html" title="Error Handling Policies">error
         handling policies</a>.
       </p>
-<a name="math_toolkit.backgrounders.implementation.scale__shape_and_location"></a><h4>
-<a name="id746749"></a>
+<a name="math_toolkit.backgrounders.implementation.scale__shape_and_location"></a><h5>
+<a name="id783698"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.scale__shape_and_location">Scale,
         Shape and Location</a>
- </h4>
+ </h5>
 <p>
         We considered adding location and scale to the list of functions, for example:
       </p>
@@ -380,11 +374,11 @@
         for too many distributions to be generally applicable. Because they are non-member
         functions, they can be added if required.
       </p>
-<a name="math_toolkit.backgrounders.implementation.notes_on_implementation_of_specific_functions__amp__distributions"></a><h4>
-<a name="id747218"></a>
+<a name="math_toolkit.backgrounders.implementation.notes_on_implementation_of_specific_functions__amp__distributions"></a><h5>
+<a name="id784164"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.notes_on_implementation_of_specific_functions__amp__distributions">Notes
         on Implementation of Specific Functions &amp; Distributions</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc"><li>
           Default parameters for the Triangular Distribution. We are uncertain about
           the best default parameters. Some sources suggest that the Standard Triangular
@@ -392,16 +386,15 @@
           for the normal distribution, the most common usage, lower = -1, mode =
           0 and upper = 1 would be more suitable.
         </li></ul></div>
-<a name="math_toolkit.backgrounders.implementation.rational_approximations_used"></a><h4>
-<a name="id747262"></a>
+<a name="math_toolkit.backgrounders.implementation.rational_approximations_used"></a><h5>
+<a name="id784205"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.rational_approximations_used">Rational
         Approximations Used</a>
- </h4>
+ </h5>
 <p>
         Some of the special functions in this library are implemented via rational
         approximations. These are either taken from the literature, or devised by
- John Maddock using <a href="../toolkit/internals2/minimax.html" title=" Minimax Approximations
- and the Remez Algorithm">our
+ John Maddock using <a href="../toolkit/internals2/minimax.html" title="Minimax Approximations and the Remez Algorithm">our
         Remez code</a>.
       </p>
 <p>
@@ -424,7 +417,7 @@
         coefficients: the problem is well known to be ill conditioned in general,
         and our Remez implementation often found a broad and ill-defined minima for
         many of these approximations (of course for simple "toy" examples
- like approximating <tt class="computeroutput"><span class="identifier">exp</span></tt> the
+ like approximating <code class="computeroutput"><span class="identifier">exp</span></code> the
         minima is well defined, and the coeffiecents should agree no matter whose
         Remez implementation is used). This should not in general effect the validity
         of the approximations: there's good literature supporting the idea that coefficients
@@ -436,11 +429,11 @@
         still need to be accurately calculated, even if they can be in error compared
         to the "true" minimax solution.
       </p>
-<a name="math_toolkit.backgrounders.implementation.representation_of_mathematical_constants"></a><h4>
-<a name="id747359"></a>
+<a name="math_toolkit.backgrounders.implementation.representation_of_mathematical_constants"></a><h5>
+<a name="id784301"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.representation_of_mathematical_constants">Representation
         of Mathematical Constants</a>
- </h4>
+ </h5>
 <p>
         A macro BOOST_DEFINE_MATH_CONSTANT in constants.hpp is used to provide high
         accuracy constants to mathematical functions and distributions, since it
@@ -501,24 +494,24 @@
 <span class="keyword">double</span> <span class="identifier">p</span> <span class="special">=</span> <span class="identifier">boost</span><span class="special">::</span><span class="identifier">math</span><span class="special">::</span><span class="identifier">constants</span><span class="special">::</span><span class="identifier">pi</span><span class="special">;</span> <span class="comment">// Context does not allow for disambiguation of overloaded function
 </span><span class="keyword">double</span> <span class="identifier">p</span> <span class="special">=</span> <span class="identifier">boost</span><span class="special">::</span><span class="identifier">math</span><span class="special">::</span><span class="identifier">constants</span><span class="special">::</span><span class="identifier">pi</span><span class="special">();</span> <span class="comment">// Context does not allow for disambiguation of overloaded function
 </span></pre>
-<a name="math_toolkit.backgrounders.implementation.thread_safety"></a><h4>
-<a name="id747908"></a>
+<a name="math_toolkit.backgrounders.implementation.thread_safety"></a><h5>
+<a name="id784875"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.thread_safety">Thread
         safety</a>
- </h4>
+ </h5>
 <p>
         Reporting of error by setting errno should be thread safe already (otherwise
         none of the std lib math functions would be thread safe?). If you turn on
         reporting of errors via exceptions, errno gets left unused anyway.
       </p>
 <p>
- Other than that, the code is intended to be thread safe <span class="bold"><b>for
- built in real-number types</b></span> : so float, double and long double
+ Other than that, the code is intended to be thread safe <span class="bold"><strong>for
+ built in real-number types</strong></span> : so float, double and long double
         are all thread safe.
       </p>
 <p>
         For non-built-in types - NTL::RR for example - initialisation of the various
- constants used in the implementation is potentially <span class="bold"><b>not</b></span>
+ constants used in the implementation is potentially <span class="bold"><strong>not</strong></span>
         thread safe. This most undesiable, but it would be a signficant challenge
         to fix it. Some compilers may offer the option of having static-constants
         initialised in a thread safe manner (Commeau, and maybe others?), if that's
@@ -526,11 +519,11 @@
         next C++ std revision, so hopefully all compilers will be required to do
         the right thing here at some point.
       </p>
-<a name="math_toolkit.backgrounders.implementation.sources_of_test_data"></a><h4>
-<a name="id747974"></a>
+<a name="math_toolkit.backgrounders.implementation.sources_of_test_data"></a><h5>
+<a name="id784940"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.sources_of_test_data">Sources
         of Test Data</a>
- </h4>
+ </h5>
 <p>
         We found a large number of sources of test data. We have assumed that these
         are <span class="emphasis"><em>"known good"</em></span> if they agree with the results
@@ -570,11 +563,11 @@
         unfortunately it appears to suffer from very poor accuracy in areas where
         the underlying special function is known to be difficult to implement.
       </p>
-<a name="math_toolkit.backgrounders.implementation.creating_and_managing_the_equations"></a><h4>
-<a name="id748086"></a>
+<a name="math_toolkit.backgrounders.implementation.creating_and_managing_the_equations"></a><h5>
+<a name="id785050"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.creating_and_managing_the_equations">Creating
         and Managing the Equations</a>
- </h4>
+ </h5>
 <p>
         The primary source for the equations is now MathML:
         see the *.mml files in libs/math/doc/sf_and_dist/equations/.
@@ -594,7 +587,7 @@
 &gt;done
 </pre>
 <p>
- Note that SVGMath requires that the mml files are <span class="bold"><b>not</b></span>
+ Note that SVGMath requires that the mml files are <span class="bold"><strong>not</strong></span>
         wrapped in an XHTML XML wrapper - this is added by Mathcast by default -
         one workaround is to copy an existing mml file and then edit it with Mathcast:
         the existing format should then be preserved. This is a bug in the XML parser
@@ -606,8 +599,18 @@
 <pre class="programlisting">cat filename | tr -d "\r\n" | sed -e 's/.*\(&lt;math[^&gt;]*&gt;.*&lt;/math&gt;\).*/\1/' &gt; newfile</pre>
 <p>
         Setting up fonts for SVGMath is currently rather tricky, on a Windows XP
- system JM's font setup looks like this.
+ system JM's font setup is the same as the sample config file provided with
+ SVGMath but with:
       </p>
+<pre class="programlisting">&lt;!-- Double-struck --&gt;
+ &lt;mathvariant name="double-struck" family="Mathematica7, Lucida Sans Unicode"/&gt;
+</pre>
+<p>
+ changed to:
+ </p>
+<pre class="programlisting">&lt;!-- Double-struck --&gt;
+ &lt;mathvariant name="double-struck" family="Lucida Sans Unicode"/&gt;
+</pre>
 <p>
         Note that unlike the sample config file supplied with SVGMath, this does
         not make use of the Mathematica 7 font as this lacks sufficient Unicode information
@@ -628,8 +631,8 @@
       </p>
 <pre class="programlisting">bjam -a pdf</pre>
 <p>
- Note that XEP will have to be configured to <span class="bold"><b>use and
- embed</b></span> whatever fonts are used by the SVG equations (if necessary
+ Note that XEP will have to be configured to <span class="bold"><strong>use and
+ embed</strong></span> whatever fonts are used by the SVG equations (if necessary
         editing the sample xep.xml provided by the XEP installation).
       </p>
 <p>
@@ -637,9 +640,56 @@
         using just bjam -a).
       </p>
 <p>
- JM's XEP config file looks like this. PAB
- had to alter his because the Lucida Sans Unicode font had a different name.
- Changes are very likely to be required if you are not using Windows.
+ JM's XEP config file has the following font configuration section added:
+ </p>
+<pre class="programlisting">&lt;font-group xml:base="file:/C:/Windows/Fonts/" label="Windows TrueType" embed="true" subset="true"&gt;
+ &lt;font-family name="Arial"&gt;
+ &lt;font&gt;&lt;font-data ttf="arial.ttf"/&gt;&lt;/font&gt;
+ &lt;font style="oblique"&gt;&lt;font-data ttf="ariali.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold"&gt;&lt;font-data ttf="arialbd.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold" style="oblique"&gt;&lt;font-data ttf="arialbi.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+
+ &lt;font-family name="Times New Roman" ligatures="&amp;#xFB01; &amp;#xFB02;"&gt;
+ &lt;font&gt;&lt;font-data ttf="times.ttf"/&gt;&lt;/font&gt;
+ &lt;font style="italic"&gt;&lt;font-data ttf="timesi.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold"&gt;&lt;font-data ttf="timesbd.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold" style="italic"&gt;&lt;font-data ttf="timesbi.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+
+ &lt;font-family name="Courier New"&gt;
+ &lt;font&gt;&lt;font-data ttf="cour.ttf"/&gt;&lt;/font&gt;
+ &lt;font style="oblique"&gt;&lt;font-data ttf="couri.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold"&gt;&lt;font-data ttf="courbd.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold" style="oblique"&gt;&lt;font-data ttf="courbi.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+
+ &lt;font-family name="Tahoma" embed="true"&gt;
+ &lt;font&gt;&lt;font-data ttf="tahoma.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold"&gt;&lt;font-data ttf="tahomabd.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+
+ &lt;font-family name="Verdana" embed="true"&gt;
+ &lt;font&gt;&lt;font-data ttf="verdana.ttf"/&gt;&lt;/font&gt;
+ &lt;font style="oblique"&gt;&lt;font-data ttf="verdanai.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold"&gt;&lt;font-data ttf="verdanab.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold" style="oblique"&gt;&lt;font-data ttf="verdanaz.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+
+ &lt;font-family name="Palatino" embed="true" ligatures="&amp;#xFB00; &amp;#xFB01; &amp;#xFB02; &amp;#xFB03; &amp;#xFB04;"&gt;
+ &lt;font&gt;&lt;font-data ttf="pala.ttf"/&gt;&lt;/font&gt;
+ &lt;font style="italic"&gt;&lt;font-data ttf="palai.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold"&gt;&lt;font-data ttf="palab.ttf"/&gt;&lt;/font&gt;
+ &lt;font weight="bold" style="italic"&gt;&lt;font-data ttf="palabi.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+
+ &lt;font-family name="Lucida Sans Unicode"&gt;
+ &lt;font&gt;&lt;font-data ttf="lsansuni.ttf"/&gt;&lt;/font&gt;
+ &lt;/font-family&gt;
+</pre>
+<p>
+ PAB had to alter his because the Lucida Sans Unicode font had a different
+ name. Changes are very likely to be required if you are not using Windows.
       </p>
 <p>
         XZ authored his equations using the venerable Latex, JM converted these to
@@ -653,11 +703,11 @@
         template defined in math.qbk. This outputs Docbook XML that looks like:
       </p>
 <pre class="programlisting">&lt;inlinemediaobject&gt;
-&lt;imageobject role<tt class="literal">"html"&gt;
-&lt;imagedata fileref</tt>"../equations/myfile.png"&gt;&lt;/imagedata&gt;
+&lt;imageobject role<code class="literal">"html"&gt;
+&lt;imagedata fileref</code>"../equations/myfile.png"&gt;&lt;/imagedata&gt;
 &lt;/imageobject&gt;
-&lt;imageobject role<tt class="literal">"print"&gt;
-&lt;imagedata fileref</tt>"../equations/myfile.svg"&gt;&lt;/imagedata&gt;
+&lt;imageobject role<code class="literal">"print"&gt;
+&lt;imagedata fileref</code>"../equations/myfile.svg"&gt;&lt;/imagedata&gt;
 &lt;/imageobject&gt;
 &lt;/inlinemediaobject&gt;
 </pre>
@@ -665,17 +715,17 @@
         MathML is not currently present in the Docbook output, or in the generated
         HTML: this needs further investigation.
       </p>
-<a name="math_toolkit.backgrounders.implementation.producing_graphs"></a><h4>
-<a name="id748353"></a>
+<a name="math_toolkit.backgrounders.implementation.producing_graphs"></a><h5>
+<a name="id785412"></a>
         <a href="implementation.html#math_toolkit.backgrounders.implementation.producing_graphs">Producing
         Graphs</a>
- </h4>
+ </h5>
 <p>
         Graphs were mostly produced by a very laborious process entailing output
         of columns of values from C++ programs to a .csv file, use of <a href="http://www.rjsweb.fsnet.co.uk/graph/" target="_top">RJS
         Graph</a> to arrange the display and axes, and output to a .ps file,
         followed by conversion to .png using Adobe Photoshop, or similar utility.
- This rigmarole is <span class="bold"><b>not</b></span> recommended!
+ This rigmarole is <span class="bold"><strong>not</strong></span> recommended!
       </p>
 <p>
         We plan to carry out this process in a single step using the <a href="http://code.google.com/soc/2007/boost/about.html" target="_top">Google

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,14 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> The Lanczos Approximation</title>
+<title>The Lanczos Approximation</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../backgrounders.html" title=" Backgrounders">
-<link rel="prev" href="relative_error.html" title=" Relative
- Error">
-<link rel="next" href="remez.html" title=" The Remez Method">
+<link rel="up" href="../backgrounders.html" title="Backgrounders">
+<link rel="prev" href="relative_error.html" title="Relative Error">
+<link rel="next" href="remez.html" title="The Remez Method">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -25,11 +24,12 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.lanczos"></a> The Lanczos Approximation</h3></div></div></div>
-<a name="math_toolkit.backgrounders.lanczos.motivation"></a><h4>
-<a name="id748749"></a>
+<a name="math_toolkit.backgrounders.lanczos"></a> The Lanczos Approximation
+</h3></div></div></div>
+<a name="math_toolkit.backgrounders.lanczos.motivation"></a><h5>
+<a name="id785802"></a>
         <a href="lanczos.html#math_toolkit.backgrounders.lanczos.motivation">Motivation</a>
- </h4>
+ </h5>
 <p>
         <span class="emphasis"><em>Why base gamma and gamma-like functions on the Lanczos approximation?</em></span>
       </p>
@@ -93,19 +93,17 @@
         Of course, computing large powers is itself a notoriously hard problem, but
         even so, analytic combinations of Lanczos approximations can make the difference
         between obtaining a valid result, or simply garbage. Refer to the implementation
- notes for the beta
- function for an example of this method in practice. The incomplete <a href="../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_p gamma</a> and
- <a href="../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">beta</a> functions
+ notes for the beta
+ function for an example of this method in practice. The incomplete gamma_p gamma and
+ beta functions
         use similar analytic combinations of power terms, to combine gamma and beta
         functions divided by large powers into single (simpler) expressions.
       </p>
-<a name="math_toolkit.backgrounders.lanczos.the_approximation"></a><h4>
-<a name="id749131"></a>
+<a name="math_toolkit.backgrounders.lanczos.the_approximation"></a><h5>
+<a name="id786182"></a>
         <a href="lanczos.html#math_toolkit.backgrounders.lanczos.the_approximation">The
         Approximation</a>
- </h4>
+ </h5>
 <p>
         The Lanczos Approximation to the Gamma Function is given by:
       </p>
@@ -155,7 +153,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
           Some authors choose to define the sum from k=1 to N, and hence end up with
           N+1 coefficients. This happens to confuse both the following discussion
           and the code (since C++ deals with half open array ranges, rather than
@@ -163,11 +161,11 @@
           so take care when referring to the literature in this field.
         </p></td></tr>
 </table></div>
-<a name="math_toolkit.backgrounders.lanczos.computing_the_coefficients"></a><h4>
-<a name="id749395"></a>
+<a name="math_toolkit.backgrounders.lanczos.computing_the_coefficients"></a><h5>
+<a name="id786445"></a>
         <a href="lanczos.html#math_toolkit.backgrounders.lanczos.computing_the_coefficients">Computing
         the Coefficients</a>
- </h4>
+ </h5>
 <p>
         The coefficients C0..CN-1 need to be computed from <span class="emphasis"><em>N</em></span>
         and <span class="emphasis"><em>g</em></span> at high precision, and then stored as part of
@@ -207,11 +205,11 @@
         on <span class="emphasis"><em>N</em></span>, this product should be computed first, and then
         multiplied by <span class="emphasis"><em>F</em></span> as the last step.
       </p>
-<a name="math_toolkit.backgrounders.lanczos.choosing_the_right_parameters"></a><h4>
-<a name="id749603"></a>
+<a name="math_toolkit.backgrounders.lanczos.choosing_the_right_parameters"></a><h5>
+<a name="id786650"></a>
         <a href="lanczos.html#math_toolkit.backgrounders.lanczos.choosing_the_right_parameters">Choosing
         the Right Parameters</a>
- </h4>
+ </h5>
 <p>
         The trick is to choose <span class="emphasis"><em>N</em></span> and <span class="emphasis"><em>g</em></span>
         to give the desired level of accuracy: choosing a small value for <span class="emphasis"><em>g</em></span>
@@ -232,9 +230,9 @@
         computing to float precision with double precision arithmetic.
       </p>
 <div class="table">
-<a name="id749688"></a><p class="title"><b>Table 43. Optimal choices for N and g when computing with
+<a name="id786733"></a><p class="title"><b>Table 43. Optimal choices for N and g when computing with
       guard digits (source: Pugh)</b></p>
-<table class="table" summary="Optimal choices for N and g when computing with
+<div class="table-contents"><table class="table" summary="Optimal choices for N and g when computing with
       guard digits (source: Pugh)">
 <colgroup>
 <col>
@@ -310,9 +308,9 @@
             </td>
 </tr>
 </tbody>
-</table>
+</table></div>
 </div>
-<p>
+<br class="table-break"><p>
         The alternative described by Godfrey is to
         perform an exhaustive search of the <span class="emphasis"><em>N</em></span> and <span class="emphasis"><em>g</em></span>
         parameter space to determine the optimal combination for a given <span class="emphasis"><em>p</em></span>
@@ -375,9 +373,9 @@
         exactly matches the machine epsilon for the type in question.
       </p>
 <div class="table">
-<a name="id750010"></a><p class="title"><b>Table 44. Optimum value for N and g when computing at fixed
+<a name="id787065"></a><p class="title"><b>Table 44. Optimum value for N and g when computing at fixed
       precision</b></p>
-<table class="table" summary="Optimum value for N and g when computing at fixed
+<div class="table-contents"><table class="table" summary="Optimum value for N and g when computing at fixed
       precision">
 <colgroup>
 <col>
@@ -523,9 +521,9 @@
             </td>
 </tr>
 </tbody>
-</table>
+</table></div>
 </div>
-<p>
+<br class="table-break"><p>
         Finally note that the Lanczos approximation can be written as follows by
         removing a factor of exp(g) from the denominator, and then dividing all the
         coefficients by exp(g):
@@ -539,10 +537,10 @@
         an inexact value: this reduces accuracy in the common case that the input
         is exact, and so isn't used for the gamma function.
       </p>
-<a name="math_toolkit.backgrounders.lanczos.references"></a><h4>
-<a name="id750288"></a>
+<a name="math_toolkit.backgrounders.lanczos.references"></a><h5>
+<a name="id787343"></a>
         <a href="lanczos.html#math_toolkit.backgrounders.lanczos.references">References</a>
- </h4>
+ </h5>
 <a name="godfrey"></a><a name="pugh"></a><div class="orderedlist"><ol type="1">
 <li>
           Paul Godfrey, <a href="http://my.fit.edu/~gabdo/gamma.txt" target="_top">"A note

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,13 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> References</title>
+<title>References</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../backgrounders.html" title=" Backgrounders">
-<link rel="prev" href="remez.html" title=" The Remez Method">
-<link rel="next" href="../status.html" title=" Library Status">
+<link rel="up" href="../backgrounders.html" title="Backgrounders">
+<link rel="prev" href="remez.html" title="The Remez Method">
+<link rel="next" href="../status.html" title="Library Status">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -24,12 +24,13 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.refs"></a> References</h3></div></div></div>
-<a name="math_toolkit.backgrounders.refs.general_references"></a><h4>
-<a name="id751686"></a>
+<a name="math_toolkit.backgrounders.refs"></a> References
+</h3></div></div></div>
+<a name="math_toolkit.backgrounders.refs.general_references"></a><h5>
+<a name="id788770"></a>
         <a href="refs.html#math_toolkit.backgrounders.refs.general_references">General
         references</a>
- </h4>
+ </h5>
 <p>
         (Specific detailed sources for individual functions and distributions are
         given at the end of each individual section).
@@ -83,20 +84,20 @@
         03-0097, A Proposal to Add Mathematical Special Functions to the C++ Standard
         Library (version 2), Walter E. Brown</a>
       </p>
-<a name="math_toolkit.backgrounders.refs.calculators__that_we_found__and_used_to_cross_check___as_far_as_their_widely_varying_accuracy_allowed__"></a><h4>
-<a name="id751843"></a>
+<a name="math_toolkit.backgrounders.refs.calculators__that_we_found__and_used_to_cross_check___as_far_as_their_widely_varying_accuracy_allowed__"></a><h5>
+<a name="id788924"></a>
         <a href="refs.html#math_toolkit.backgrounders.refs.calculators__that_we_found__and_used_to_cross_check___as_far_as_their_widely_varying_accuracy_allowed__">Calculators*
         that we found (and used to cross-check - as far as their widely-varying accuracy
         allowed).</a>
- </h4>
+ </h5>
 <p>
         <a href="http://www.adsciengineering.com/bpdcalc/" target="_top">http://www.adsciengineering.com class="emphasis"><em>bpdcalc</em></span></a>
         Binomial Probability Distribution Calculator.
       </p>
-<a name="math_toolkit.backgrounders.refs.other_libraries"></a><h4>
-<a name="id751890"></a>
+<a name="math_toolkit.backgrounders.refs.other_libraries"></a><h5>
+<a name="id788968"></a>
         <a href="refs.html#math_toolkit.backgrounders.refs.other_libraries">Other Libraries</a>
- </h4>
+ </h5>
 <p>
         <a href="
http://www.moshier.net/#Cephes" target="_top">Cephes library</a> by Shephen
         Moshier and his book:

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Relative
- Error</title>
+<title>Relative Error</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../backgrounders.html" title=" Backgrounders">
-<link rel="prev" href="implementation.html" title=" Additional
- Implementation Notes">
-<link rel="next" href="lanczos.html" title=" The Lanczos Approximation">
+<link rel="up" href="../backgrounders.html" title="Backgrounders">
+<link rel="prev" href="implementation.html" title="Additional Implementation Notes">
+<link rel="next" href="lanczos.html" title="The Lanczos Approximation">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.relative_error"></a><a href="relative_error.html" title=" Relative
- Error"> Relative
- Error</a></h3></div></div></div>
+<a name="math_toolkit.backgrounders.relative_error"></a><a href="relative_error.html" title="Relative Error"> Relative
+ Error</a>
+</h3></div></div></div>
 <p>
         Given an actual value <span class="emphasis"><em>a</em></span> and a found value <span class="emphasis"><em>v</em></span>
         the relative error can be calculated from:
@@ -55,7 +53,7 @@
         to the relative error in this special case. In the test cases for the special
         functions in this library, everything below a threshold is regarded as "effectively
         zero", otherwise the relative error is assigned the value of 1 if only
- one of the terms is zero. The threshold is currently set at <tt class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">numeric_limits</span><span class="special">&lt;&gt;::</span><span class="identifier">min</span><span class="special">()</span></tt>: in other words all denormalised numbers
+ one of the terms is zero. The threshold is currently set at <code class="computeroutput"><span class="identifier">std</span><span class="special">::</span><span class="identifier">numeric_limits</span><span class="special">&lt;&gt;::</span><span class="identifier">min</span><span class="special">()</span></code>: in other words all denormalised numbers
         are regarded as a zero.
       </p>
 <p>
@@ -82,11 +80,11 @@
       </p>
 <a name="zero_error"></a><p>
       </p>
-<a name="math_toolkit.backgrounders.relative_error.the_impossibility_of_zero_error"></a><h4>
-<a name="id748657"></a>
+<a name="math_toolkit.backgrounders.relative_error.the_impossibility_of_zero_error"></a><h5>
+<a name="id785712"></a>
         <a href="relative_error.html#math_toolkit.backgrounders.relative_error.the_impossibility_of_zero_error">The
         Impossibility of Zero Error</a>
- </h4>
+ </h5>
 <p>
         For many of the functions in this library, it is assumed that the error is
         "effectively zero" if the computation can be done with a number

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,13 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> The Remez Method</title>
+<title>The Remez Method</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../backgrounders.html" title=" Backgrounders">
-<link rel="prev" href="lanczos.html" title=" The Lanczos Approximation">
-<link rel="next" href="refs.html" title=" References">
+<link rel="up" href="../backgrounders.html" title="Backgrounders">
+<link rel="prev" href="lanczos.html" title="The Lanczos Approximation">
+<link rel="next" href="refs.html" title="References">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -24,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.backgrounders.remez"></a> The Remez Method</h3></div></div></div>
+<a name="math_toolkit.backgrounders.remez"></a> The Remez Method
+</h3></div></div></div>
 <p>
         The Remez algorithm
         is a methodology for locating the minimax rational approximation to a function.
@@ -92,11 +93,11 @@
         <span class="emphasis"><em>Unfortunately we don't know where the extrema of the error function
         are located!</em></span>
       </p>
-<a name="math_toolkit.backgrounders.remez.the_remez_method"></a><h4>
-<a name="id750542"></a>
+<a name="math_toolkit.backgrounders.remez.the_remez_method"></a><h5>
+<a name="id787594"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.the_remez_method">The Remez
         Method</a>
- </h4>
+ </h5>
 <p>
         The Remez method is an iterative technique which, given a broad range of
         assumptions, will converge on the extrema of the error function, and therefore
@@ -152,7 +153,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
           In the simple case of a polynomial approximation, by interpolating through
           the roots of a Chebyshev polynomial we have in fact created a <span class="emphasis"><em>Chebyshev
@@ -172,11 +173,11 @@
         </p>
 </td></tr>
 </table></div>
-<a name="math_toolkit.backgrounders.remez.remez_step_1"></a><h4>
-<a name="id750764"></a>
+<a name="math_toolkit.backgrounders.remez.remez_step_1"></a><h5>
+<a name="id787824"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.remez_step_1">Remez Step
         1</a>
- </h4>
+ </h5>
 <p>
         The first step in the Remez method, given our current set of N+2 Chebyshev
         control points x<sub>i</sub>, is to solve the N+2 simultaneous equations:
@@ -203,11 +204,11 @@
         not located at the extrema, but the maximum relative error has now dropped
         to 5.6x10<sup>-4</sup>.
       </p>
-<a name="math_toolkit.backgrounders.remez.remez_step_2"></a><h4>
-<a name="id750871"></a>
+<a name="math_toolkit.backgrounders.remez.remez_step_2"></a><h5>
+<a name="id787930"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.remez_step_2">Remez Step
         2</a>
- </h4>
+ </h5>
 <p>
         The second step is to locate the extrema of the new approximation, which
         we do in two stages: first, since the error function changes sign at each
@@ -232,10 +233,10 @@
 <p>
         In our example we perform multi-point exchange.
       </p>
-<a name="math_toolkit.backgrounders.remez.iteration"></a><h4>
-<a name="id750933"></a>
+<a name="math_toolkit.backgrounders.remez.iteration"></a><h5>
+<a name="id788000"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.iteration">Iteration</a>
- </h4>
+ </h5>
 <p>
         The Remez method then performs steps 1 and 2 above iteratively until the
         control points are located at the extrema of the error function: this is
@@ -248,11 +249,11 @@
 <p>
         <span class="inlinemediaobject"><img src="../../../graphs/remez-4.png" alt="remez-4"></span>
       </p>
-<a name="math_toolkit.backgrounders.remez.rational_approximations"></a><h4>
-<a name="id750996"></a>
+<a name="math_toolkit.backgrounders.remez.rational_approximations"></a><h5>
+<a name="id788062"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.rational_approximations">Rational
         Approximations</a>
- </h4>
+ </h5>
 <p>
         If we wish to extend the Remez method to a rational approximation of the
         form
@@ -297,11 +298,11 @@
         error drops to 8.7x10<sup>-5</sup>. That's a 5 fold increase in accuracy, for the same
         number of terms overall.
       </p>
-<a name="math_toolkit.backgrounders.remez.practical_considerations"></a><h4>
-<a name="id751120"></a>
+<a name="math_toolkit.backgrounders.remez.practical_considerations"></a><h5>
+<a name="id788184"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.practical_considerations">Practical
         Considerations</a>
- </h4>
+ </h5>
 <p>
         Most treatises on approximation theory stop at this point. However, from
         a practical point of view, most of the work involves finding the right approximating
@@ -346,8 +347,7 @@
 <p>
         The difficult part is obviously finding the right g(x) to extract from your
         function: often the asymptotic behaviour of the function will give a clue,
- so for example the function <a href="../special/sf_erf/error_function.html" title=" Error
- Functions">erfc</a>
+ so for example the function erfc
         becomes proportional to e<sup>-x<sup>2</sup></sup>/x as x becomes large. Therefore using:
       </p>
 <p>
@@ -406,11 +406,11 @@
         It's clearly still not ideal, but it is only a few percent away from our
         desired minimax solution (5x10<sup>-4</sup>).
       </p>
-<a name="math_toolkit.backgrounders.remez.remez_method_checklist"></a><h4>
-<a name="id751398"></a>
+<a name="math_toolkit.backgrounders.remez.remez_method_checklist"></a><h5>
+<a name="id788478"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.remez_method_checklist">Remez
         Method Checklist</a>
- </h4>
+ </h5>
 <p>
         The following lists some of the things to check if the Remez method goes
         wrong, it is by no means an exhaustive list, but is provided in the hopes
@@ -460,10 +460,10 @@
           over, say [0, b], for some smallish value <span class="emphasis"><em>b</em></span>.
         </li>
 </ul></div>
-<a name="math_toolkit.backgrounders.remez.references"></a><h4>
-<a name="id751502"></a>
+<a name="math_toolkit.backgrounders.remez.references"></a><h5>
+<a name="id788589"></a>
         <a href="remez.html#math_toolkit.backgrounders.remez.references">References</a>
- </h4>
+ </h5>
 <p>
         The original references for the Remez Method and it's extension to rational
         functions are unfortunately in Russian:

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Statistical Distributions and Functions</title>
+<title>Statistical Distributions and Functions</title>
 <link rel="stylesheet" href="../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../index.html" title="Math Toolkit">
 <link rel="up" href="../index.html" title="Math Toolkit">
-<link rel="prev" href="main_overview/contact.html" title=" Contact Info and
- Support">
-<link rel="next" href="dist/stat_tut.html" title=" Statistical Distributions
- Tutorial">
+<link rel="prev" href="main_overview/contact.html" title="Contact Info and Support">
+<link rel="next" href="dist/stat_tut.html" title="Statistical Distributions Tutorial">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h2 class="title" style="clear: both">
-<a name="math_toolkit.dist"></a> Statistical Distributions and Functions</h2></div></div></div>
+<a name="math_toolkit.dist"></a> Statistical Distributions and Functions
+</h2></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="dist/stat_tut.html"> Statistical Distributions
       Tutorial</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Statistical Distributions
- Reference</title>
+<title>Statistical Distributions Reference</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../dist.html" title=" Statistical Distributions and Functions">
-<link rel="prev" href="stat_tut/dist_params.html" title=" Discrete Probability
- Distributions">
-<link rel="next" href="dist_ref/nmp.html" title=" Non-Member Properties">
+<link rel="up" href="../dist.html" title="Statistical Distributions and Functions">
+<link rel="prev" href="stat_tut/dist_params.html" title="Discrete Probability Distributions">
+<link rel="next" href="dist_ref/nmp.html" title="Non-Member Properties">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.dist.dist_ref"></a><a href="dist_ref.html" title=" Statistical Distributions
- Reference"> Statistical Distributions
- Reference</a></h3></div></div></div>
+<a name="math_toolkit.dist.dist_ref"></a><a href="dist_ref.html" title="Statistical Distributions Reference"> Statistical Distributions
+ Reference</a>
+</h3></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"> Non-Member Properties</span></dt>
 <dt><span class="section"> Distributions</span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Distribution
- Algorithms</title>
+<title>Distribution Algorithms</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dist_ref.html" title=" Statistical Distributions
- Reference">
-<link rel="prev" href="dists/uniform_dist.html" title=" Uniform
- Distribution">
-<link rel="next" href="../future.html" title=" Extras/Future Directions">
+<link rel="up" href="../dist_ref.html" title="Statistical Distributions Reference">
+<link rel="prev" href="dists/uniform_dist.html" title="Uniform Distribution">
+<link rel="next" href="../future.html" title="Extras/Future Directions">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,14 +24,14 @@
 </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 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><h4>
-<a name="id581713"></a>
+<a name="math_toolkit.dist.dist_ref.dist_algorithms"></a><a 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="id614966"></a>
           <a 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>
- </h4>
+ </h5>
 <p>
           Two functions aid finding location and scale of random variable z to give
           probability p (given a scale or location). Only applies to distributions
@@ -53,11 +50,11 @@
 <span class="keyword">using</span> <span class="identifier">boost</span><span class="special">::</span><span class="identifier">math</span><span class="special">::</span><span class="identifier">policies</span><span class="special">::</span><span class="identifier">policy</span><span class="special">;</span> <span class="comment">// May be needed by users defining their own policies.
 </span><span class="keyword">using</span> <span class="identifier">boost</span><span class="special">::</span><span class="identifier">math</span><span class="special">::</span><span class="identifier">complement</span><span class="special">;</span> <span class="comment">// Will be needed by users who want to use complements.
 </span></pre>
-<a name="math_toolkit.dist.dist_ref.dist_algorithms.find_location_function"></a><h4>
-<a name="id581870"></a>
+<a name="math_toolkit.dist.dist_ref.dist_algorithms.find_location_function"></a><h5>
+<a name="id615122"></a>
           <a href="dist_algorithms.html#math_toolkit.dist.dist_ref.dist_algorithms.find_location_function">find_location
           function</a>
- </h4>
+ </h5>
 <p>
           
 </p>
@@ -68,13 +65,13 @@
 <pre class="programlisting">
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Dist</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span> <span class="comment">// explicit error handling policy
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Dist</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span> <span class="comment">// explicit error handling policy
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">find_location</span><span class="special">(</span> <span class="comment">// For example, normal mean.
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">z</span><span class="special">,</span> <span class="comment">// location of random variable z to give probability, P(X &gt; z) == p.
 </span> <span class="comment">// For example, a nominal minimum acceptable z, so that p * 100 % are &gt; z
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">p</span><span class="special">,</span> <span class="comment">// probability value desired at x, say 0.95 for 95% &gt; z.
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">scale</span><span class="special">,</span> <span class="comment">// scale parameter, for example, normal standard deviation.
-</span> <span class="keyword">const</span> Policy<span class="special">&amp;</span> <span class="identifier">pol</span><span class="special">);</span>
+</span> <span class="keyword">const</span> Policy<span class="special">&amp;</span> <span class="identifier">pol</span><span class="special">);</span>
 
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Dist</span><span class="special">&gt;</span> <span class="comment">// with default policy.
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">find_location</span><span class="special">(</span> <span class="comment">// For example, normal mean.
@@ -85,11 +82,11 @@
 </span>
   <span class="special">}}</span> <span class="comment">// namespaces
 </span></pre>
-<a name="math_toolkit.dist.dist_ref.dist_algorithms.find_scale_function"></a><h4>
-<a name="id582494"></a>
+<a name="math_toolkit.dist.dist_ref.dist_algorithms.find_scale_function"></a><h5>
+<a name="id615745"></a>
           <a href="dist_algorithms.html#math_toolkit.dist.dist_ref.dist_algorithms.find_scale_function">find_scale
           function</a>
- </h4>
+ </h5>
 <p>
           
 </p>
@@ -100,13 +97,13 @@
 <pre class="programlisting">
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Dist</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Dist</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
   <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">find_scale</span><span class="special">(</span> <span class="comment">// For example, normal mean.
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">z</span><span class="special">,</span> <span class="comment">// location of random variable z to give probability, P(X &gt; z) == p.
 </span> <span class="comment">// For example, a nominal minimum acceptable weight z, so that p * 100 % are &gt; z
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">p</span><span class="special">,</span> <span class="comment">// probability value desired at x, say 0.95 for 95% &gt; z.
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">location</span><span class="special">,</span> <span class="comment">// location parameter, for example, normal distribution mean.
-</span> <span class="keyword">const</span> Policy<span class="special">&amp;</span> <span class="identifier">pol</span><span class="special">);</span>
+</span> <span class="keyword">const</span> Policy<span class="special">&amp;</span> <span class="identifier">pol</span><span class="special">);</span>
 
  <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Dist</span><span class="special">&gt;</span> <span class="comment">// with default policy.
 </span> <span class="keyword">typename</span> <span class="identifier">Dist</span><span class="special">::</span><span class="identifier">value_type</span> <span class="identifier">find_scale</span><span class="special">(</span> <span class="comment">// For example, normal mean.
@@ -130,8 +127,7 @@
           value of scale is returned.
         </p>
 <p>
- <a href="../stat_tut/weg/find_eg.html" title=" Find Location
- and Scale Examples">Find Mean and standard
+ <a href="../stat_tut/weg/find_eg.html" title="Find Location and Scale Examples">Find Mean and standard
           deviation examples</a> gives simple examples of use of both find_scale
           and find_location, and a longer example finding means and standard deviations
           of normally distributed weights to meet a specification.

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Distributions</title>
+<title>Distributions</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dist_ref.html" title=" Statistical Distributions
- Reference">
-<link rel="prev" href="nmp.html" title=" Non-Member Properties">
-<link rel="next" href="dists/bernoulli_dist.html" title="
- Bernoulli Distribution">
+<link rel="up" href="../dist_ref.html" title="Statistical Distributions Reference">
+<link rel="prev" href="nmp.html" title="Non-Member Properties">
+<link rel="next" href="dists/bernoulli_dist.html" title="Bernoulli Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.dist_ref.dists"></a> Distributions</h4></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists"></a> Distributions
+</h4></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="dists/bernoulli_dist.html">
           Bernoulli Distribution</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Bernoulli Distribution</title>
+<title>Bernoulli Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="../dists.html" title=" Distributions">
-<link rel="next" href="beta_dist.html" title=" Beta
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="../dists.html" title="Distributions">
+<link rel="next" href="beta_dist.html" title="Beta Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,9 +24,9 @@
 </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 href="bernoulli_dist.html" title="
- Bernoulli Distribution">
- Bernoulli Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist"></a><a href="bernoulli_dist.html" title="Bernoulli Distribution">
+ Bernoulli Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -39,13 +37,12 @@
 <pre class="programlisting">
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
  <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
  <span class="keyword">class</span> <span class="identifier">bernoulli_distribution</span><span class="special">;</span>
    
  <span class="keyword">typedef</span> <span class="identifier">bernoulli_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">bernoulli</span><span class="special">;</span>
 
- <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+ <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
  <span class="keyword">class</span> <span class="identifier">bernoulli_distribution</span>
  <span class="special">{</span>
  <span class="keyword">public</span><span class="special">:</span>
@@ -91,11 +88,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/bernoulli_cdf.png" alt="bernoulli_cdf"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.member_functions"></a><h4>
-<a name="id542973"></a>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.member_functions"></a><h5>
+<a name="id576494"></a>
             <a href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">bernoulli_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">p</span><span class="special">);</span>
 </pre>
@@ -109,13 +106,13 @@
 <p>
             Returns the <span class="emphasis"><em>success_fraction</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.non_member_accessors"></a><h4>
-<a name="id543094"></a>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.non_member_accessors"></a><h5>
+<a name="id576612"></a>
             <a href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -134,18 +131,18 @@
             Outside this range, functions are undefined, or may throw domain_error
             exception and make an error message available.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.accuracy"></a><h4>
-<a name="id543270"></a>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.accuracy"></a><h5>
+<a name="id576787"></a>
             <a href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The Bernoulli distribution is implemented with simple arithmetic operators
             and so should have errors within an epsilon or two.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.implementation"></a><h4>
-<a name="id543303"></a>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.implementation"></a><h5>
+<a name="id576818"></a>
             <a href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>p</em></span> is the probability of success
             and <span class="emphasis"><em>q = 1-p</em></span>. <span class="emphasis"><em>k</em></span> is the random
@@ -156,7 +153,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
               The Bernoulli distribution is implemented here as a <span class="emphasis"><em>strict
               discrete</em></span> distribution. If a generalised version, allowing
@@ -164,8 +161,8 @@
               single trial should be used, for example:
             </p>
 <p>
- <tt class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">(</span><span class="number">1</span><span class="special">,</span>
- <span class="number">0.25</span><span class="special">)</span></tt>
+ <code class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">(</span><span class="number">1</span><span class="special">,</span>
+ <span class="number">0.25</span><span class="special">)</span></code>
             </p>
 </td></tr>
 </table></div>
@@ -333,10 +330,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.references"></a><h4>
-<a name="id543677"></a>
+<a name="math_toolkit.dist.dist_ref.dists.bernoulli_dist.references"></a><h5>
+<a name="id577189"></a>
             <a href="bernoulli_dist.html#math_toolkit.dist.dist_ref.dists.bernoulli_dist.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://en.wikipedia.org/wiki/Bernoulli_distribution" target="_top">Wikpedia
               Bernoulli distribution</a></li>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Beta
- Distribution</title>
+<title>Beta Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="bernoulli_dist.html" title="
- Bernoulli Distribution">
-<link rel="next" href="binomial_dist.html" title="
- Binomial Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="bernoulli_dist.html" title="Bernoulli Distribution">
+<link rel="next" href="binomial_dist.html" title="Binomial Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="beta_dist.html" title=" Beta
- Distribution"> Beta
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist"></a><a href="beta_dist.html" title="Beta Distribution"> Beta
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,15 +38,14 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
 
  <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">beta_distribution</span><span class="special">;</span>
 
 <span class="comment">// typedef beta_distribution&lt;double&gt; beta;
 </span><span class="comment">// Note that this is deliberately NOT provided,
 </span><span class="comment">// to avoid a clash with the function name beta.
 </span>
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">beta_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -88,7 +84,7 @@
 <span class="special">}}</span> <span class="comment">// namespaces
 </span></pre>
 <p>
- The class type <tt class="computeroutput"><span class="identifier">beta_distribution</span></tt>
+ The class type <code class="computeroutput"><span class="identifier">beta_distribution</span></code>
             represents a <a href="http://en.wikipedia.org/wiki/Beta_distribution" target="_top">beta
             </a> <a href="http://en.wikipedia.org/wiki/Probability_distribution" target="_top">probability
             distribution function</a>.
@@ -118,7 +114,7 @@
           </p>
 <p>
             where B(&#945;, &#946;) is the <a href="http://en.wikipedia.org/wiki/Beta_function" target="_top">beta
- function</a>, implemented in this library as beta.
+ function</a>, implemented in this library as beta.
             Division by the beta function ensures that the pdf is normalized to the
             range zero to unity.
           </p>
@@ -138,15 +134,15 @@
             is asymmetric and could be approximated by a triangle whose apex is away
             from the centre (where x = half).
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.member_functions"></a><h4>
-<a name="id544808"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.member_functions"></a><h5>
+<a name="id578323"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.member_functions">Member
             Functions</a>
- </h4>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.constructor"></a><h5>
-<a name="id544836"></a>
- Constructor
           </h5>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.constructor"></a><h6>
+<a name="id578349"></a>
+ Constructor
+ </h6>
 <pre class="programlisting">
 <span class="identifier">beta_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">alpha</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">beta</span><span class="special">);</span>
 </pre>
@@ -172,11 +168,11 @@
             Constructs a the beta distribution with alpha=2 and beta=5 (shown in
             yellow in the graph above).
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.parameter_accessors"></a><h5>
-<a name="id545021"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.parameter_accessors"></a><h6>
+<a name="id578532"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.parameter_accessors">Parameter
             Accessors</a>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="identifier">RealType</span> <span class="identifier">alpha</span><span class="special">()</span> <span class="keyword">const</span><span class="special">;</span>
 </pre>
@@ -199,11 +195,11 @@
 <span class="identifier">assert</span><span class="special">(</span><span class="identifier">mybeta</span><span class="special">.</span><span class="identifier">alpha</span><span class="special">()</span> <span class="special">==</span> <span class="number">2.</span><span class="special">);</span> <span class="comment">// mybeta.alpha() returns 2
 </span><span class="identifier">assert</span><span class="special">(</span><span class="identifier">mybeta</span><span class="special">.</span><span class="identifier">beta</span><span class="special">()</span> <span class="special">==</span> <span class="number">5.</span><span class="special">);</span> <span class="comment">// mybeta.beta() returns 5
 </span></pre>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.parameter_estimators"></a><h4>
-<a name="id545303"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.parameter_estimators"></a><h5>
+<a name="id578811"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.parameter_estimators">Parameter
             Estimators</a>
- </h4>
+ </h5>
 <p>
             Two pairs of parameter estimators are provided.
           </p>
@@ -245,7 +241,7 @@
 </span> <span class="identifier">RealType</span> <span class="identifier">probability</span><span class="special">);</span> <span class="comment">// probability cdf
 </span></pre>
 <p>
- Returns the value of &#945; that gives: <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">beta_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="identifier">alpha</span><span class="special">,</span> <span class="identifier">beta</span><span class="special">),</span> <span class="identifier">x</span><span class="special">)</span> <span class="special">==</span> <span class="identifier">probability</span></tt>.
+ Returns the value of &#945; that gives: <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">beta_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="identifier">alpha</span><span class="special">,</span> <span class="identifier">beta</span><span class="special">),</span> <span class="identifier">x</span><span class="special">)</span> <span class="special">==</span> <span class="identifier">probability</span></code>.
           </p>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_beta</span><span class="special">(</span>
@@ -254,15 +250,15 @@
 </span> <span class="identifier">RealType</span> <span class="identifier">probability</span><span class="special">);</span> <span class="comment">// probability cdf.
 </span></pre>
 <p>
- Returns the value of &#946; that gives: <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">beta_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="identifier">alpha</span><span class="special">,</span> <span class="identifier">beta</span><span class="special">),</span> <span class="identifier">x</span><span class="special">)</span> <span class="special">==</span> <span class="identifier">probability</span></tt>.
+ Returns the value of &#946; that gives: <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">beta_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="identifier">alpha</span><span class="special">,</span> <span class="identifier">beta</span><span class="special">),</span> <span class="identifier">x</span><span class="special">)</span> <span class="special">==</span> <span class="identifier">probability</span></code>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.non_member_accessor_functions"></a><h4>
-<a name="id545950"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.non_member_accessor_functions"></a><h5>
+<a name="id579450"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.non_member_accessor_functions">Non-member
             Accessor Functions</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -278,10 +274,10 @@
             at <a href="http://mathworld.wolfram.com/BetaDistribution.html" target="_top">Wolfram
             Mathworld</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.applications"></a><h4>
-<a name="id546129"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.applications"></a><h5>
+<a name="id579628"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.applications">Applications</a>
- </h4>
+ </h5>
 <p>
             The beta distribution can be used to model events constrained to take
             place within an interval defined by a minimum and maximum value: so it
@@ -291,11 +287,11 @@
             It is also widely used in <a href="http://en.wikipedia.org/wiki/Bayesian_inference" target="_top">Bayesian
             statistical inference</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.related_distributions"></a><h4>
-<a name="id546177"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.related_distributions"></a><h5>
+<a name="id579674"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.related_distributions">Related
             distributions</a>
- </h4>
+ </h5>
 <p>
             The beta distribution with both &#945; &#8203; and &#946; = 1 follows a <a href="http://en.wikipedia.org/wiki/Uniform_distribution_%28continuous%29" target="_top">uniform
             distribution</a>.
@@ -314,29 +310,25 @@
             distributed between 0 and 1. The cumulative probability from 0 to x is
             thus the probability that the j-th highest value is less than x. Or it
             is the probability that that at least i of the random variables are less
- than x, a probability given by summing over the <a href="binomial_dist.html" title="
- Binomial Distribution">Binomial
+ than x, a probability given by summing over the <a href="binomial_dist.html" title="Binomial Distribution">Binomial
             Distribution</a> with its p parameter set to x.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.accuracy"></a><h4>
-<a name="id546273"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.accuracy"></a><h5>
+<a name="id579762"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
- This distribution is implemented using the <a href="../../../special/sf_beta/beta_function.html" title=" Beta">beta
- functions</a> beta
- and <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">incomplete
- beta functions</a> <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>
- and <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>;
+ This distribution is implemented using the <a href="../../../special/sf_beta/beta_function.html" title="Beta">beta
+ functions</a> beta
+ and <a href="../../../special/sf_beta/ibeta_function.html" title="Incomplete Beta Functions">incomplete
+ beta functions</a> ibeta
+ and ibetac;
             please refer to these functions for information on accuracy.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.implementation"></a><h4>
-<a name="id546352"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.implementation"></a><h5>
+<a name="id579841"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>a</em></span> and <span class="emphasis"><em>b</em></span>
             are the parameters &#945; and &#946;, <span class="emphasis"><em>x</em></span> is the random variable,
@@ -371,8 +363,7 @@
                     f(x;&#945;,&#946;) = x<sup>&#945; - 1</sup> (1 - x)<sup>&#946; -1</sup> / B(&#945;, &#946;)
                   </p>
                   <p>
- Implemented using <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>(a,
+ Implemented using ibeta_derivative(a,
                     b, x).
                   </p>
                   </td>
@@ -385,8 +376,7 @@
                   </td>
 <td>
                   <p>
- Using the incomplete beta function <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>(a,
+ Using the incomplete beta function ibeta(a,
                     b, x)
                   </p>
                   </td>
@@ -399,8 +389,7 @@
                   </td>
 <td>
                   <p>
- <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>(a,
+ ibetac(a,
                     b, x)
                   </p>
                   </td>
@@ -413,8 +402,7 @@
                   </td>
 <td>
                   <p>
- Using the inverse incomplete beta function <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inv</a>(a,
+ Using the inverse incomplete beta function ibeta_inv(a,
                     b, p)
                   </p>
                   </td>
@@ -427,8 +415,7 @@
                   </td>
 <td>
                   <p>
- <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibetac_inv</a>(a,
+ ibetac_inv(a,
                     b, q)
                   </p>
                   </td>
@@ -441,7 +428,7 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">a</span><span class="special">/(</span><span class="identifier">a</span><span class="special">+</span><span class="identifier">b</span><span class="special">)</span></tt>
+ <code class="computeroutput"><span class="identifier">a</span><span class="special">/(</span><span class="identifier">a</span><span class="special">+</span><span class="identifier">b</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -453,11 +440,11 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">a</span> <span class="special">*</span>
+ <code class="computeroutput"><span class="identifier">a</span> <span class="special">*</span>
                     <span class="identifier">b</span> <span class="special">/</span>
                     <span class="special">(</span><span class="identifier">a</span><span class="special">+</span><span class="identifier">b</span><span class="special">)^</span><span class="number">2</span> <span class="special">*</span> <span class="special">(</span><span class="identifier">a</span> <span class="special">+</span>
                     <span class="identifier">b</span> <span class="special">+</span>
- <span class="number">1</span><span class="special">)</span></tt>
+ <span class="number">1</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -469,10 +456,10 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="special">(</span><span class="identifier">a</span><span class="special">-</span><span class="number">1</span><span class="special">)</span> <span class="special">/</span>
+ <code class="computeroutput"><span class="special">(</span><span class="identifier">a</span><span class="special">-</span><span class="number">1</span><span class="special">)</span> <span class="special">/</span>
                     <span class="special">(</span><span class="identifier">a</span>
                     <span class="special">+</span> <span class="identifier">b</span>
- <span class="special">-</span> <span class="number">2</span><span class="special">)</span></tt>
+ <span class="special">-</span> <span class="number">2</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -484,9 +471,9 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="number">2</span> <span class="special">(</span><span class="identifier">b</span><span class="special">-</span><span class="identifier">a</span><span class="special">)</span>
+ <code class="computeroutput"><span class="number">2</span> <span class="special">(</span><span class="identifier">b</span><span class="special">-</span><span class="identifier">a</span><span class="special">)</span>
                     <span class="identifier">sqrt</span><span class="special">(</span><span class="identifier">a</span><span class="special">+</span><span class="identifier">b</span><span class="special">+</span><span class="number">1</span><span class="special">)/(</span><span class="identifier">a</span><span class="special">+</span><span class="identifier">b</span><span class="special">+</span><span class="number">2</span><span class="special">)</span> <span class="special">*</span> <span class="identifier">sqrt</span><span class="special">(</span><span class="identifier">a</span>
- <span class="special">*</span> <span class="identifier">b</span><span class="special">)</span></tt>
+ <span class="special">*</span> <span class="identifier">b</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -510,8 +497,8 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">kurtosis</span> <span class="special">+</span>
- <span class="number">3</span></tt>
+ <code class="computeroutput"><span class="identifier">kurtosis</span> <span class="special">+</span>
+ <span class="number">3</span></code>
                   </p>
                   </td>
 </tr>
@@ -537,12 +524,12 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">mean</span> <span class="special">*</span>
+ <code class="computeroutput"><span class="identifier">mean</span> <span class="special">*</span>
                     <span class="special">((</span> <span class="special">(</span><span class="identifier">mean</span> <span class="special">*</span>
                     <span class="special">(</span><span class="number">1</span>
                     <span class="special">-</span> <span class="identifier">mean</span><span class="special">))</span> <span class="special">/</span>
                     <span class="identifier">variance</span><span class="special">)-</span>
- <span class="number">1</span><span class="special">)</span></tt>
+ <span class="number">1</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -557,26 +544,26 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="special">(</span><span class="number">1</span>
+ <code class="computeroutput"><span class="special">(</span><span class="number">1</span>
                     <span class="special">-</span> <span class="identifier">mean</span><span class="special">)</span> <span class="special">*</span>
                     <span class="special">(((</span><span class="identifier">mean</span>
                     <span class="special">*</span> <span class="special">(</span><span class="number">1</span> <span class="special">-</span> <span class="identifier">mean</span><span class="special">))</span>
- <span class="special">/</span><span class="identifier">variance</span><span class="special">)-</span><span class="number">1</span><span class="special">)</span></tt>
+ <span class="special">/</span><span class="identifier">variance</span><span class="special">)-</span><span class="number">1</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
 <tr>
 <td>
                   <p>
- The member functions <tt class="computeroutput"><span class="identifier">find_alpha</span></tt>
- and <tt class="computeroutput"><span class="identifier">find_beta</span></tt>
+ The member functions <code class="computeroutput"><span class="identifier">find_alpha</span></code>
+ and <code class="computeroutput"><span class="identifier">find_beta</span></code>
                   </p>
                   <p>
                     from cdf and probability x
                   </p>
                   <p>
- and <span class="bold"><b>either</b></span> <tt class="computeroutput"><span class="identifier">alpha</span></tt>
- or <tt class="computeroutput"><span class="identifier">beta</span></tt>
+ and <span class="bold"><strong>either</strong></span> <code class="computeroutput"><span class="identifier">alpha</span></code>
+ or <code class="computeroutput"><span class="identifier">beta</span></code>
                   </p>
                   </td>
 <td>
@@ -584,10 +571,8 @@
                     Implemented in terms of the inverse incomplete beta functions
                   </p>
                   <p>
- <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inva</a>,
- and <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_invb</a>
+ ibeta_inva,
+ and ibeta_invb
                     respectively.
                   </p>
                   </td>
@@ -595,37 +580,37 @@
 <tr>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">find_alpha</span></tt>
+ <code class="computeroutput"><span class="identifier">find_alpha</span></code>
                   </p>
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">ibeta_inva</span><span class="special">(</span><span class="identifier">beta</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">ibeta_inva</span><span class="special">(</span><span class="identifier">beta</span><span class="special">,</span>
                     <span class="identifier">x</span><span class="special">,</span>
- <span class="identifier">probability</span><span class="special">)</span></tt>
+ <span class="identifier">probability</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
 <tr>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">find_beta</span></tt>
+ <code class="computeroutput"><span class="identifier">find_beta</span></code>
                   </p>
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">ibeta_invb</span><span class="special">(</span><span class="identifier">alpha</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">ibeta_invb</span><span class="special">(</span><span class="identifier">alpha</span><span class="special">,</span>
                     <span class="identifier">x</span><span class="special">,</span>
- <span class="identifier">probability</span><span class="special">)</span></tt>
+ <span class="identifier">probability</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.beta_dist.references"></a><h4>
-<a name="id547653"></a>
+<a name="math_toolkit.dist.dist_ref.dists.beta_dist.references"></a><h5>
+<a name="id581138"></a>
             <a href="beta_dist.html#math_toolkit.dist.dist_ref.dists.beta_dist.references">References</a>
- </h4>
+ </h5>
 <p>
             <a href="http://en.wikipedia.org/wiki/Beta_distribution" target="_top">Wikipedia
             Beta distribution</a>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Binomial Distribution</title>
+<title>Binomial Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="beta_dist.html" title=" Beta
- Distribution">
-<link rel="next" href="cauchy_dist.html" title=" Cauchy-Lorentz
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="beta_dist.html" title="Beta Distribution">
+<link rel="next" href="cauchy_dist.html" title="Cauchy-Lorentz Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="binomial_dist.html" title="
- Binomial Distribution">
- Binomial Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist"></a><a href="binomial_dist.html" title="Binomial Distribution">
+ Binomial Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
 
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">binomial_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">binomial_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">binomial</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">binomial_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -91,7 +87,7 @@
 <span class="special">}}</span> <span class="comment">// namespaces
 </span></pre>
 <p>
- The class type <tt class="computeroutput"><span class="identifier">binomial_distribution</span></tt>
+ The class type <code class="computeroutput"><span class="identifier">binomial_distribution</span></code>
             represents a <a href="http://mathworld.wolfram.com/BinomialDistribution.html" target="_top">binomial
             distribution</a>: it is used when there are exactly two mutually
             exclusive outcomes of a trial. These outcomes are labelled "success"
@@ -105,7 +101,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
               The random variable for the binomial distribution is the number of
               successes, (the number of trials is a fixed property of the distribution)
               whereas for the negative binomial, the random variable is the number
@@ -140,11 +136,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
                 The Binomial distribution is a discrete distribution: internally
- functions like the <tt class="computeroutput"><span class="identifier">cdf</span></tt>
- and <tt class="computeroutput"><span class="identifier">pdf</span></tt> are treated
+ functions like the <code class="computeroutput"><span class="identifier">cdf</span></code>
+ and <code class="computeroutput"><span class="identifier">pdf</span></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.
@@ -161,12 +157,10 @@
               </p>
 <p>
                 This behaviour can be changed so that the quantile functions are
- rounded differently, or even return a real-valued result using Policies. It is
- strongly recommended that you read the tutorial <a href="../../../policy/pol_tutorial/understand_dis_quant.html" title="
- Understanding Quantiles of Discrete Distributions">Understanding
+ rounded differently, or even return a real-valued result using Policies. It is
+ strongly recommended that you read the tutorial <a 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 href="../../../policy/pol_ref/discrete_quant_ref.html" title=" Discrete
- Quantile Policies">reference
+ function on the Binomial distribution. The <a 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.
               </p>
@@ -174,15 +168,15 @@
 </table></div>
 <p>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.member_functions"></a><h4>
-<a name="id548959"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.member_functions"></a><h5>
+<a name="id582442"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.member_functions">Member
             Functions</a>
- </h4>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.construct"></a><h5>
-<a name="id548985"></a>
- Construct
           </h5>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.construct"></a><h6>
+<a name="id582466"></a>
+ Construct
+ </h6>
 <pre class="programlisting">
 <span class="identifier">binomial_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">n</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">p</span><span class="special">);</span>
 </pre>
@@ -191,16 +185,16 @@
             is the probability of success of a single trial.
           </p>
 <p>
- Requires <tt class="computeroutput"><span class="number">0</span> <span class="special">&lt;=</span>
+ Requires <code class="computeroutput"><span class="number">0</span> <span class="special">&lt;=</span>
             <span class="identifier">p</span> <span class="special">&lt;=</span>
- <span class="number">1</span></tt>, and <tt class="computeroutput"><span class="identifier">n</span>
- <span class="special">&gt;=</span> <span class="number">0</span></tt>,
+ <span class="number">1</span></code>, and <code class="computeroutput"><span class="identifier">n</span>
+ <span class="special">&gt;=</span> <span class="number">0</span></code>,
             otherwise calls domain_error.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.accessors"></a><h5>
-<a name="id549150"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.accessors"></a><h6>
+<a name="id582629"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.accessors">Accessors</a>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="identifier">RealType</span> <span class="identifier">success_fraction</span><span class="special">()</span> <span class="keyword">const</span><span class="special">;</span>
 </pre>
@@ -215,11 +209,11 @@
             Returns the parameter <span class="emphasis"><em>n</em></span> from which this distribution
             was constructed.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.lower_bound_on_the_success_fraction"></a><h5>
-<a name="id549270"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.lower_bound_on_the_success_fraction"></a><h6>
+<a name="id582747"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_lower_bound_on_p</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">trials</span><span class="special">,</span>
@@ -244,7 +238,7 @@
 <dt><span class="term">alpha</span></dt>
 <dd><p>
                 The largest acceptable probability that the true value of the success
- fraction is <span class="bold"><b>less than</b></span> the value
+ fraction is <span class="bold"><strong>less than</strong></span> the value
                 returned.
               </p></dd>
 <dt><span class="term">method</span></dt>
@@ -257,24 +251,22 @@
 <p>
             For example, if you observe <span class="emphasis"><em>k</em></span> successes from <span class="emphasis"><em>n</em></span>
             trials the best estimate for the success fraction is simply <span class="emphasis"><em>k/n</em></span>,
- but if you want to be 95% sure that the true value is <span class="bold"><b>greater
- than</b></span> some value, <span class="emphasis"><em>p<sub>min</sub></em></span>, then:
+ but if you want to be 95% sure that the true value is <span class="bold"><strong>greater
+ than</strong></span> some value, <span class="emphasis"><em>p<sub>min</sub></em></span>, then:
           </p>
 <pre class="programlisting">
 <span class="identifier">p</span><sub>min</sub> <span class="special">=</span> <span class="identifier">binomial_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;::</span><span class="identifier">find_lower_bound_on_p</span><span class="special">(</span>
                     <span class="identifier">n</span><span class="special">,</span> <span class="identifier">k</span><span class="special">,</span> <span class="number">0.05</span><span class="special">);</span>
 </pre>
 <p>
- <a href="../../stat_tut/weg/binom_eg/binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution">See
+ <a href="../../stat_tut/weg/binom_eg/binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">See
             worked example.</a>
           </p>
 <p>
             There are currently two possible values available for the <span class="emphasis"><em>method</em></span>
             optional parameter: <span class="emphasis"><em>clopper_pearson_exact_interval</em></span>
             or <span class="emphasis"><em>jeffreys_prior_interval</em></span>. These constants are
- both members of class template <tt class="computeroutput"><span class="identifier">binomial_distribution</span></tt>,
+ both members of class template <code class="computeroutput"><span class="identifier">binomial_distribution</span></code>,
             so usage is for example:
           </p>
 <pre class="programlisting">
@@ -284,13 +276,13 @@
 <p>
             The default method if this parameter is not specified is the Clopper
             Pearson "exact" interval. This produces an interval that guarantees
- at least <tt class="computeroutput"><span class="number">100</span><span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">alpha</span><span class="special">)%</span></tt> coverage, but which is known to be
+ at least <code class="computeroutput"><span class="number">100</span><span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">alpha</span><span class="special">)%</span></code> coverage, but which is known to be
             overly conservative, sometimes producing intervals with much greater
             than the requested coverage.
           </p>
 <p>
             The alternative calculation method produces a non-informative Jeffreys
- Prior interval. It produces <tt class="computeroutput"><span class="number">100</span><span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">alpha</span><span class="special">)%</span></tt>
+ Prior interval. It produces <code class="computeroutput"><span class="number">100</span><span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">alpha</span><span class="special">)%</span></code>
             coverage only <span class="emphasis"><em>in the average case</em></span>, though is typically
             very close to the requested coverage level. It is one of the main methods
             of calculation recommended in the review by Brown, Cai and DasGupta.
@@ -326,11 +318,11 @@
             Clopper, C. J. and Pearson, E. S. (1934). The use of confidence or fiducial
             limits illustrated in the case of the binomial. Biometrika 26 404-413.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.upper_bound_on_the_success_fraction"></a><h5>
-<a name="id549920"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.upper_bound_on_the_success_fraction"></a><h6>
+<a name="id583382"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_upper_bound_on_p</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">trials</span><span class="special">,</span>
@@ -355,13 +347,13 @@
 <dt><span class="term">alpha</span></dt>
 <dd><p>
                 The largest acceptable probability that the true value of the success
- fraction is <span class="bold"><b>greater than</b></span> the value
+ fraction is <span class="bold"><strong>greater than</strong></span> the value
                 returned.
               </p></dd>
 <dt><span class="term">method</span></dt>
 <dd><p>
                 An optional parameter that specifies the method to be used to compute
- the interval. Refer to the documentation for <tt class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></tt>
+ the interval. Refer to the documentation for <code class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></code>
                 above for the meaning of the method options.
               </p></dd>
 </dl>
@@ -369,17 +361,15 @@
 <p>
             For example, if you observe <span class="emphasis"><em>k</em></span> successes from <span class="emphasis"><em>n</em></span>
             trials the best estimate for the success fraction is simply <span class="emphasis"><em>k/n</em></span>,
- but if you want to be 95% sure that the true value is <span class="bold"><b>less
- than</b></span> some value, <span class="emphasis"><em>p<sub>max</sub></em></span>, then:
+ but if you want to be 95% sure that the true value is <span class="bold"><strong>less
+ than</strong></span> some value, <span class="emphasis"><em>p<sub>max</sub></em></span>, then:
           </p>
 <pre class="programlisting">
 <span class="identifier">p</span><sub>max</sub> <span class="special">=</span> <span class="identifier">binomial_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;::</span><span class="identifier">find_upper_bound_on_p</span><span class="special">(</span>
                     <span class="identifier">n</span><span class="special">,</span> <span class="identifier">k</span><span class="special">,</span> <span class="number">0.05</span><span class="special">);</span>
 </pre>
 <p>
- <a href="../../stat_tut/weg/binom_eg/binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution">See
+ <a href="../../stat_tut/weg/binom_eg/binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">See
             worked example.</a>
           </p>
 <div class="note"><table border="0" summary="Note">
@@ -387,11 +377,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
               In order to obtain a two sided bound on the success fraction, you call
- both <tt class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></tt>
- <span class="bold"><b>and</b></span> <tt class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></tt>
+ both <code class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></code>
+ <span class="bold"><strong>and</strong></span> <code class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></code>
               each with the same arguments.
             </p>
 <p>
@@ -403,18 +393,16 @@
               by passing &#945; = 0.025 to each of the functions.
             </p>
 <p>
- <a href="../../stat_tut/weg/binom_eg/binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution">See
+ <a href="../../stat_tut/weg/binom_eg/binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">See
               worked example.</a>
             </p>
 </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><h5>
-<a name="id550362"></a>
+<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="id583824"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_minimum_number_of_trials</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">k</span><span class="special">,</span> <span class="comment">// number of events
@@ -454,12 +442,12 @@
             Returns the smallest number of trials we must conduct to be 95% sure
             of seeing 10 events that occur with frequency one half.
           </p>
-<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><h5>
-<a name="id550642"></a>
+<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="id584100"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_maximum_number_of_trials</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">k</span><span class="special">,</span> <span class="comment">// number of events
@@ -501,17 +489,16 @@
             frequency. This is typically used in failure analysis.
           </p>
 <p>
- <a href="../../stat_tut/weg/binom_eg/binom_size_eg.html" title="
- Estimating Sample Sizes for a Binomial Distribution.">See
+ <a href="../../stat_tut/weg/binom_eg/binom_size_eg.html" title="Estimating Sample Sizes for a Binomial Distribution.">See
             Worked Example.</a>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.non_member_accessors"></a><h4>
-<a name="id550940"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.non_member_accessors"></a><h5>
+<a name="id584394"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -523,7 +510,7 @@
             <a href="../nmp.html#math.dist.range">range</a> and <a href="../nmp.html#math.dist.support">support</a>.
           </p>
 <p>
- The domain for the random variable <span class="emphasis"><em>k</em></span> is <tt class="computeroutput"><span class="number">0</span> <span class="special">&lt;=</span> <span class="identifier">k</span> <span class="special">&lt;=</span> <span class="identifier">N</span></tt>, otherwise a domain_error
+ The domain for the random variable <span class="emphasis"><em>k</em></span> is <code class="computeroutput"><span class="number">0</span> <span class="special">&lt;=</span> <span class="identifier">k</span> <span class="special">&lt;=</span> <span class="identifier">N</span></code>, otherwise a domain_error
             is returned.
           </p>
 <p>
@@ -531,8 +518,8 @@
             in the context of this distribution:
           </p>
 <div class="table">
-<a name="id551154"></a><p class="title"><b>Table 7. Meaning of the non-member accessors</b></p>
-<table class="table" summary="Meaning of the non-member accessors">
+<a name="id584607"></a><p class="title"><b>Table 7. Meaning of the non-member accessors</b></p>
+<div class="table-contents"><table class="table" summary="Meaning of the non-member accessors">
 <colgroup>
 <col>
 <col>
@@ -558,13 +545,13 @@
                 </td>
 <td>
                 <p>
- The probability of obtaining <span class="bold"><b>exactly k successes</b></span>
+ The probability of obtaining <span class="bold"><strong>exactly k successes</strong></span>
                   from n trials with success fraction p. For example:
                 </p>
                 <p>
- <tt class="computeroutput"><span class="identifier">pdf</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">pdf</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
                   <span class="identifier">p</span><span class="special">),</span>
- <span class="identifier">k</span><span class="special">)</span></tt>
+ <span class="identifier">k</span><span class="special">)</span></code>
                 </p>
                 </td>
 </tr>
@@ -576,14 +563,14 @@
                 </td>
 <td>
                 <p>
- The probability of obtaining <span class="bold"><b>k successes
- or fewer</b></span> from n trials with success fraction p. For
+ The probability of obtaining <span class="bold"><strong>k successes
+ or fewer</strong></span> from n trials with success fraction p. For
                   example:
                 </p>
                 <p>
- <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
                   <span class="identifier">p</span><span class="special">),</span>
- <span class="identifier">k</span><span class="special">)</span></tt>
+ <span class="identifier">k</span><span class="special">)</span></code>
                 </p>
                 </td>
 </tr>
@@ -596,14 +583,14 @@
                 </td>
 <td>
                 <p>
- The probability of obtaining <span class="bold"><b>more than k
- successes</b></span> from n trials with success fraction p. For
+ The probability of obtaining <span class="bold"><strong>more than k
+ successes</strong></span> from n trials with success fraction p. For
                   example:
                 </p>
                 <p>
- <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
                   <span class="identifier">p</span><span class="special">),</span>
- <span class="identifier">k</span><span class="special">))</span></tt>
+ <span class="identifier">k</span><span class="special">))</span></code>
                 </p>
                 </td>
 </tr>
@@ -615,16 +602,16 @@
                 </td>
 <td>
                 <p>
- The <span class="bold"><b>greatest</b></span> number of successes
+ The <span class="bold"><strong>greatest</strong></span> number of successes
                   that may be observed from n trials with success fraction p, at
                   probability P. Note that the value returned is a real-number, and
                   not an integer. Depending on the use case you may want to take
                   either the floor or ceiling of the result. For example:
                 </p>
                 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
                   <span class="identifier">p</span><span class="special">),</span>
- <span class="identifier">P</span><span class="special">)</span></tt>
+ <span class="identifier">P</span><span class="special">)</span></code>
                 </p>
                 </td>
 </tr>
@@ -637,47 +624,44 @@
                 </td>
 <td>
                 <p>
- The <span class="bold"><b>smallest</b></span> number of successes
+ The <span class="bold"><strong>smallest</strong></span> number of successes
                   that may be observed from n trials with success fraction p, at
                   probability P. Note that the value returned is a real-number, and
                   not an integer. Depending on the use case you may want to take
                   either the floor or ceiling of the result. For example:
                 </p>
                 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="identifier">n</span><span class="special">,</span>
                   <span class="identifier">p</span><span class="special">),</span>
- <span class="identifier">P</span><span class="special">))</span></tt>`
+ <span class="identifier">P</span><span class="special">))</span></code>`
                 </p>
                 </td>
 </tr>
 </tbody>
-</table>
+</table></div>
 </div>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.examples"></a><h4>
-<a name="id551716"></a>
+<br class="table-break"><a name="math_toolkit.dist.dist_ref.dists.binomial_dist.examples"></a><h5>
+<a name="id585167"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.examples">Examples</a>
- </h4>
+ </h5>
 <p>
- Various <a href="../../stat_tut/weg/binom_eg.html" title=" Binomial
- Distribution Examples">worked
+ Various <a href="../../stat_tut/weg/binom_eg.html" title="Binomial Distribution Examples">worked
             examples</a> are available illustrating the use of the binomial distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.accuracy"></a><h4>
-<a name="id551757"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.accuracy"></a><h5>
+<a name="id585207"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             This distribution is implemented using the incomplete beta functions
- <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>
- and <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>,
+ ibeta
+ and ibetac,
             please refer to these functions for information on accuracy.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.implementation"></a><h4>
-<a name="id551808"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.implementation"></a><h5>
+<a name="id585257"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>p</em></span> is the probability that
             one trial will be successful (the success fraction), <span class="emphasis"><em>n</em></span>
@@ -710,20 +694,18 @@
                   </td>
 <td>
                   <p>
- Implementation is in terms of <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>:
+ Implementation is in terms of ibeta_derivative:
                     if <sub>n</sub>C<sub>k </sub> is the binomial coefficient of a and b, then we have:
                   </p>
                   <p>
                     <span class="inlinemediaobject"><img src="../../../../../equations/binomial_ref1.png"></span>
                   </p>
                   <p>
- Which can be evaluated as <tt class="computeroutput"><span class="identifier">ibeta_derivative</span><span class="special">(</span><span class="identifier">k</span><span class="special">+</span><span class="number">1</span><span class="special">,</span> <span class="identifier">n</span><span class="special">-</span><span class="identifier">k</span><span class="special">+</span><span class="number">1</span><span class="special">,</span> <span class="identifier">p</span><span class="special">)</span> <span class="special">/</span>
- <span class="special">(</span><span class="identifier">n</span><span class="special">+</span><span class="number">1</span><span class="special">)</span></tt>
+ Which can be evaluated as <code class="computeroutput"><span class="identifier">ibeta_derivative</span><span class="special">(</span><span class="identifier">k</span><span class="special">+</span><span class="number">1</span><span class="special">,</span> <span class="identifier">n</span><span class="special">-</span><span class="identifier">k</span><span class="special">+</span><span class="number">1</span><span class="special">,</span> <span class="identifier">p</span><span class="special">)</span> <span class="special">/</span>
+ <span class="special">(</span><span class="identifier">n</span><span class="special">+</span><span class="number">1</span><span class="special">)</span></code>
                   </p>
                   <p>
- The function <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>
+ The function ibeta_derivative
                     is used here, since it has already been optimised for the lowest
                     possible error - indeed this is really just a thin wrapper around
                     part of the internals of the incomplete beta function.
@@ -749,8 +731,7 @@
 <pre xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" class="table-programlisting">
 <span class="identifier">p</span> <span class="special">=</span> <span class="identifier">I</span><span class="special">[</span><span class="identifier">sub</span> <span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">](</span><span class="identifier">n</span> <span class="special">-</span> <span class="identifier">k</span><span class="special">,</span> <span class="identifier">k</span> <span class="special">+</span> <span class="number">1</span><span class="special">)</span>
   <span class="special">=</span> <span class="number">1</span> <span class="special">-</span> <span class="identifier">I</span><span class="special">[</span><span class="identifier">sub</span> <span class="identifier">p</span><span class="special">](</span><span class="identifier">k</span> <span class="special">+</span> <span class="number">1</span><span class="special">,</span> <span class="identifier">n</span> <span class="special">-</span> <span class="identifier">k</span><span class="special">)</span>
- <span class="special">=</span> <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a><span class="special">(</span><span class="identifier">k</span> <span class="special">+</span> <span class="number">1</span><span class="special">,</span> <span class="identifier">n</span> <span class="special">-</span> <span class="identifier">k</span><span class="special">,</span> <span class="identifier">p</span><span class="special">)</span></pre>
+ <span class="special">=</span> ibetac<span class="special">(</span><span class="identifier">k</span> <span class="special">+</span> <span class="number">1</span><span class="special">,</span> <span class="identifier">n</span> <span class="special">-</span> <span class="identifier">k</span><span class="special">,</span> <span class="identifier">p</span><span class="special">)</span></pre>
 <p>
                   </p>
                   <p>
@@ -766,8 +747,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: q = <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>(k
+ Using the relation: q = ibeta(k
                     + 1, n - k, p)
                   </p>
                   <p>
@@ -786,8 +766,7 @@
                     Since the cdf is non-linear in variate <span class="emphasis"><em>k</em></span>
                     none of the inverse incomplete beta functions can be used here.
                     Instead the quantile is found numerically using a derivative
- free method (<a href="../../../toolkit/internals1/roots2.html" title=" Root Finding
- Without Derivatives">TOMS
+ free method (<a href="../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives">TOMS
                     Algorithm 748</a>).
                   </p>
                   </td>
@@ -812,8 +791,8 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">p</span> <span class="special">*</span>
- <span class="identifier">n</span></tt>
+ <code class="computeroutput"><span class="identifier">p</span> <span class="special">*</span>
+ <span class="identifier">n</span></code>
                   </p>
                   </td>
 </tr>
@@ -825,9 +804,9 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">p</span> <span class="special">*</span>
+ <code class="computeroutput"><span class="identifier">p</span> <span class="special">*</span>
                     <span class="identifier">n</span> <span class="special">*</span>
- <span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">)</span></tt>
+ <span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -839,9 +818,9 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">floor</span><span class="special">(</span><span class="identifier">p</span> <span class="special">*</span>
+ <code class="computeroutput"><span class="identifier">floor</span><span class="special">(</span><span class="identifier">p</span> <span class="special">*</span>
                     <span class="special">(</span><span class="identifier">n</span>
- <span class="special">+</span> <span class="number">1</span><span class="special">))</span></tt>
+ <span class="special">+</span> <span class="number">1</span><span class="special">))</span></code>
                   </p>
                   </td>
 </tr>
@@ -853,13 +832,13 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="special">(</span><span class="number">1</span>
+ <code class="computeroutput"><span class="special">(</span><span class="number">1</span>
                     <span class="special">-</span> <span class="number">2</span>
                     <span class="special">*</span> <span class="identifier">p</span><span class="special">)</span> <span class="special">/</span>
                     <span class="identifier">sqrt</span><span class="special">(</span><span class="identifier">n</span> <span class="special">*</span>
                     <span class="identifier">p</span> <span class="special">*</span>
                     <span class="special">(</span><span class="number">1</span>
- <span class="special">-</span> <span class="identifier">p</span><span class="special">))</span></tt>
+ <span class="special">-</span> <span class="identifier">p</span><span class="special">))</span></code>
                   </p>
                   </td>
 </tr>
@@ -871,14 +850,14 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="number">3</span> <span class="special">-</span>
+ <code class="computeroutput"><span class="number">3</span> <span class="special">-</span>
                     <span class="special">(</span><span class="number">6</span>
                     <span class="special">/</span> <span class="identifier">n</span><span class="special">)</span> <span class="special">+</span>
                     <span class="special">(</span><span class="number">1</span>
                     <span class="special">/</span> <span class="special">(</span><span class="identifier">n</span> <span class="special">*</span>
                     <span class="identifier">p</span> <span class="special">*</span>
                     <span class="special">(</span><span class="number">1</span>
- <span class="special">-</span> <span class="identifier">p</span><span class="special">)))</span></tt>
+ <span class="special">-</span> <span class="identifier">p</span><span class="special">)))</span></code>
                   </p>
                   </td>
 </tr>
@@ -890,13 +869,13 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="special">(</span><span class="number">1</span>
+ <code class="computeroutput"><span class="special">(</span><span class="number">1</span>
                     <span class="special">-</span> <span class="number">6</span>
                     <span class="special">*</span> <span class="identifier">p</span>
                     <span class="special">*</span> <span class="identifier">q</span><span class="special">)</span> <span class="special">/</span>
                     <span class="special">(</span><span class="identifier">n</span>
                     <span class="special">*</span> <span class="identifier">p</span>
- <span class="special">*</span> <span class="identifier">q</span><span class="special">)</span></tt>
+ <span class="special">*</span> <span class="identifier">q</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -908,26 +887,23 @@
                   </td>
 <td>
                   <p>
- The member functions <tt class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></tt>
- <tt class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></tt>
- and <tt class="computeroutput"><span class="identifier">find_number_of_trials</span></tt>
+ The member functions <code class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></code>
+ <code class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></code>
+ and <code class="computeroutput"><span class="identifier">find_number_of_trials</span></code>
                     are implemented in terms of the inverse incomplete beta functions
- <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibetac_inv</a>,
- <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inv</a>,
- and <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibetac_invb</a>
+ ibetac_inv,
+ ibeta_inv,
+ and ibetac_invb
                     respectively
                   </p>
                   </td>
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.references"></a><h4>
-<a name="id553151"></a>
+<a name="math_toolkit.dist.dist_ref.dists.binomial_dist.references"></a><h5>
+<a name="id586597"></a>
             <a href="binomial_dist.html#math_toolkit.dist.dist_ref.dists.binomial_dist.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li>
 <a href="http://mathworld.wolfram.com/BinomialDistribution.html" target="_top">Weisstein,

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Cauchy-Lorentz
- Distribution</title>
+<title>Cauchy-Lorentz Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="binomial_dist.html" title="
- Binomial Distribution">
-<link rel="next" href="chi_squared_dist.html" title="
- Chi Squared Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="binomial_dist.html" title="Binomial Distribution">
+<link rel="next" href="chi_squared_dist.html" title="Chi Squared Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="cauchy_dist.html" title=" Cauchy-Lorentz
- Distribution"> Cauchy-Lorentz
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist"></a><a href="cauchy_dist.html" title="Cauchy-Lorentz Distribution"> Cauchy-Lorentz
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -39,13 +36,12 @@
           </p>
 <pre class="programlisting">
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">cauchy_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">cauchy_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">cauchy</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">cauchy_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -93,11 +89,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/cauchy2.png" alt="cauchy2"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.member_functions"></a><h4>
-<a name="id553839"></a>
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.member_functions"></a><h5>
+<a name="id587280"></a>
             <a href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">cauchy_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">location</span> <span class="special">=</span> <span class="number">0</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">scale</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -122,13 +118,13 @@
 <p>
             Returns the scale parameter of the distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.non_member_accessors"></a><h4>
-<a name="id554057"></a>
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.non_member_accessors"></a><h5>
+<a name="id587494"></a>
             <a href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -141,8 +137,7 @@
           </p>
 <p>
             Note however that the Cauchy distribution does not have a mean, standard
- deviation, etc. See <a href="../../../policy/pol_ref/assert_undefined.html" title=" Mathematically
- Undefined Function Policies">mathematically
+ deviation, etc. See <a href="../../../policy/pol_ref/assert_undefined.html" title="Mathematically Undefined Function Policies">mathematically
             undefined function</a>
           </p>
 <p>
@@ -160,19 +155,19 @@
 <p>
             The domain of the random variable is [-[max_value], +[min_value]].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.accuracy"></a><h4>
-<a name="id554312"></a>
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.accuracy"></a><h5>
+<a name="id587748"></a>
             <a href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The Cauchy distribution is implemented in terms of the standard library
- <tt class="computeroutput"><span class="identifier">tan</span></tt> and <tt class="computeroutput"><span class="identifier">atan</span></tt> functions, and as such should
+ <code class="computeroutput"><span class="identifier">tan</span></code> and <code class="computeroutput"><span class="identifier">atan</span></code> functions, and as such should
             have very low error rates.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.implementation"></a><h4>
-<a name="id554371"></a>
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.implementation"></a><h5>
+<a name="id587804"></a>
             <a href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table x<sub>0 </sub> is the location parameter of the distribution,
             &#947; is its scale parameter, <span class="emphasis"><em>x</em></span> is the random variate,
@@ -223,8 +218,8 @@
                   </p>
                   <p>
                     But that suffers from cancellation error as x -&gt; -&#8734;. So recall
- that for <tt class="computeroutput"><span class="identifier">x</span> <span class="special">&lt;</span>
- <span class="number">0</span></tt>:
+ that for <code class="computeroutput"><span class="identifier">x</span> <span class="special">&lt;</span>
+ <span class="number">0</span></code>:
                   </p>
                   <p>
                     atan(x) = -&#960;/2 - atan(1/x)
@@ -285,10 +280,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.references"></a><h4>
-<a name="id554660"></a>
+<a name="math_toolkit.dist.dist_ref.dists.cauchy_dist.references"></a><h5>
+<a name="id588093"></a>
             <a href="cauchy_dist.html#math_toolkit.dist.dist_ref.dists.cauchy_dist.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://en.wikipedia.org/wiki/Cauchy_distribution" target="_top">Cauchy-Lorentz
               distribution</a></li>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Chi Squared Distribution</title>
+<title>Chi Squared Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="cauchy_dist.html" title=" Cauchy-Lorentz
- Distribution">
-<link rel="next" href="exp_dist.html" title=" Exponential
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="cauchy_dist.html" title="Cauchy-Lorentz Distribution">
+<link rel="next" href="exp_dist.html" title="Exponential Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="chi_squared_dist.html" title="
- Chi Squared Distribution">
- Chi Squared Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist"></a><a href="chi_squared_dist.html" title="Chi Squared Distribution">
+ Chi Squared Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
 
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">chi_squared_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">chi_squared_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">chi_squared</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">chi_squared_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -92,11 +88,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/chi_square.png" alt="chi_square"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.member_functions"></a><h4>
-<a name="id555430"></a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.member_functions"></a><h5>
+<a name="id588858"></a>
             <a href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">chi_squared_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">v</span><span class="special">);</span>
 </pre>
@@ -165,9 +161,9 @@
             must decide in advance whether they are testing for a variance greater
             than a nominal value (positive <span class="emphasis"><em>difference_from_variance</em></span>)
             or testing for a variance less than a nominal value (negative <span class="emphasis"><em>difference_from_variance</em></span>).
- If the latter, then obviously it is a requirement that <tt class="computeroutput"><span class="identifier">variance</span> <span class="special">+</span>
+ If the latter, then obviously it is a requirement that <code class="computeroutput"><span class="identifier">variance</span> <span class="special">+</span>
             <span class="identifier">difference_from_variance</span> <span class="special">&gt;</span>
- <span class="number">0</span></tt>, since no sample can have a negative
+ <span class="number">0</span></code>, since no sample can have a negative
             variance!
           </p>
 <p>
@@ -178,13 +174,13 @@
             See also section on Sample sizes required in <a href="http://www.itl.nist.gov/div898/handbook/prc/section2/prc232.htm" target="_top">the
             NIST Engineering Statistics Handbook, Section 7.2.3.2</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.non_member_accessors"></a><h4>
-<a name="id555881"></a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.non_member_accessors"></a><h5>
+<a name="id589306"></a>
             <a href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -198,28 +194,26 @@
 <p>
             The domain of the random variable is [0, +&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.examples"></a><h4>
-<a name="id556052"></a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.examples"></a><h5>
+<a name="id589476"></a>
             <a href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.examples">Examples</a>
- </h4>
+ </h5>
 <p>
- Various <a href="../../stat_tut/weg/cs_eg.html" title=" Chi Squared
- Distribution Examples">worked examples</a>
+ Various worked examples
             are available illustrating the use of the Chi Squared Distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.accuracy"></a><h4>
-<a name="id556094"></a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.accuracy"></a><h5>
+<a name="id589516"></a>
             <a href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
- The Chi-Squared distribution is implemented in terms of the <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">incomplete
+ The Chi-Squared distribution is implemented in terms of the <a href="../../../special/sf_gamma/igamma.html" title="Incomplete Gamma Functions">incomplete
             gamma functions</a>: please refer to the accuracy data for those functions.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.implementation"></a><h4>
-<a name="id556140"></a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.implementation"></a><h5>
+<a name="id589559"></a>
             <a href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>v</em></span> is the number of degrees
             of freedom of the distribution, <span class="emphasis"><em>x</em></span> is the random
@@ -252,8 +246,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: pdf = <a href="../../../special/sf_gamma/gamma_derivatives.html" title=" Derivative
- of the Incomplete Gamma Function">gamma_p_derivative</a>(v
+ Using the relation: pdf = gamma_p_derivative(v
                     / 2, x / 2) / 2
                   </p>
                   </td>
@@ -266,8 +259,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: p = <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_p</a>(v
+ Using the relation: p = gamma_p(v
                     / 2, x / 2)
                   </p>
                   </td>
@@ -280,8 +272,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: q = <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_q</a>(v
+ Using the relation: q = gamma_q(v
                     / 2, x / 2)
                   </p>
                   </td>
@@ -294,8 +285,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = 2 * <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_p_inv</a>(v
+ Using the relation: x = 2 * gamma_p_inv(v
                     / 2, p)
                   </p>
                   </td>
@@ -308,8 +298,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = 2 * <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_q_inv</a>(v
+ Using the relation: x = 2 * gamma_q_inv(v
                     / 2, p)
                   </p>
                   </td>
@@ -388,10 +377,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.references"></a><h4>
-<a name="id556487"></a>
+<a name="math_toolkit.dist.dist_ref.dists.chi_squared_dist.references"></a><h5>
+<a name="id589903"></a>
             <a href="chi_squared_dist.html#math_toolkit.dist.dist_ref.dists.chi_squared_dist.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://www.itl.nist.gov/div898/handbook/eda/section3/eda3666.htm" target="_top">NIST
               Exploratory Data Analysis</a></li>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Exponential
- Distribution</title>
+<title>Exponential Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="chi_squared_dist.html" title="
- Chi Squared Distribution">
-<link rel="next" href="extreme_dist.html" title=" Extreme
- Value Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="chi_squared_dist.html" title="Chi Squared Distribution">
+<link rel="next" href="extreme_dist.html" title="Extreme Value Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="exp_dist.html" title=" Exponential
- Distribution"> Exponential
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist"></a><a href="exp_dist.html" title="Exponential Distribution"> Exponential
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -39,13 +36,12 @@
           </p>
 <pre class="programlisting">
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">exponential_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">exponential_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">exponential</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">exponential_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -76,11 +72,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/exponential_dist.png" alt="exponential_dist"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.exp_dist.member_functions"></a><h4>
-<a name="id557060"></a>
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist.member_functions"></a><h5>
+<a name="id590472"></a>
             <a href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">exponential_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">lambda</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -98,13 +94,13 @@
 <p>
             Accessor function returns the lambda parameter of the distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.exp_dist.non_member_accessors"></a><h4>
-<a name="id557207"></a>
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist.non_member_accessors"></a><h5>
+<a name="id590616"></a>
             <a href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -118,21 +114,21 @@
 <p>
             The domain of the random variable is [0, +&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.exp_dist.accuracy"></a><h4>
-<a name="id557379"></a>
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist.accuracy"></a><h5>
+<a name="id590788"></a>
             <a href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The exponential distribution is implemented in terms of the standard
- library functions <tt class="computeroutput"><span class="identifier">exp</span></tt>,
- <tt class="computeroutput"><span class="identifier">log</span></tt>, <tt class="computeroutput"><span class="identifier">log1p</span></tt>
- and <tt class="computeroutput"><span class="identifier">expm1</span></tt> and as such
+ library functions <code class="computeroutput"><span class="identifier">exp</span></code>,
+ <code class="computeroutput"><span class="identifier">log</span></code>, <code class="computeroutput"><span class="identifier">log1p</span></code>
+ and <code class="computeroutput"><span class="identifier">expm1</span></code> and as such
             should have very low error rates.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.exp_dist.implementation"></a><h4>
-<a name="id557459"></a>
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist.implementation"></a><h5>
+<a name="id590865"></a>
             <a href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table &#955; is the parameter lambda of the distribution,
             <span class="emphasis"><em>x</em></span> is the random variate, <span class="emphasis"><em>p</em></span>
@@ -290,10 +286,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.exp_dist.references"></a><h4>
-<a name="id557757"></a>
+<a name="math_toolkit.dist.dist_ref.dists.exp_dist.references"></a><h5>
+<a name="id591167"></a>
             <a href="exp_dist.html#math_toolkit.dist.dist_ref.dists.exp_dist.references">references</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://mathworld.wolfram.com/ExponentialDistribution.html" target="_top">Weisstein,
               Eric W. "Exponential Distribution." From MathWorld--A Wolfram

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Extreme
- Value Distribution</title>
+<title>Extreme Value Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="exp_dist.html" title=" Exponential
- Distribution">
-<link rel="next" href="f_dist.html" title=" F Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="exp_dist.html" title="Exponential Distribution">
+<link rel="next" href="f_dist.html" title="F Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,9 +24,9 @@
 </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 href="extreme_dist.html" title=" Extreme
- Value Distribution"> Extreme
- Value Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.extreme_dist"></a><a href="extreme_dist.html" title="Extreme Value Distribution"> Extreme
+ Value Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -38,13 +36,12 @@
           </p>
 <pre class="programlisting">
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">extreme_value_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">extreme_value_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">extreme_value</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">extreme_value_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -98,11 +95,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/extreme_val_dist2.png" alt="extreme_val_dist2"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.member_functions"></a><h4>
-<a name="id558442"></a>
+<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.member_functions"></a><h5>
+<a name="id591850"></a>
             <a href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">extreme_value_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">location</span> <span class="special">=</span> <span class="number">0</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">scale</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -111,8 +108,8 @@
             and scale parameters.
           </p>
 <p>
- Requires <tt class="computeroutput"><span class="identifier">scale</span> <span class="special">&gt;</span>
- <span class="number">0</span></tt>, otherwise calls domain_error.
+ Requires <code class="computeroutput"><span class="identifier">scale</span> <span class="special">&gt;</span>
+ <span class="number">0</span></code>, otherwise calls domain_error.
           </p>
 <pre class="programlisting">
 <span class="identifier">RealType</span> <span class="identifier">location</span><span class="special">()</span><span class="keyword">const</span><span class="special">;</span>
@@ -126,13 +123,13 @@
 <p>
             Returns the scale parameter of the distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.non_member_accessors"></a><h4>
-<a name="id558673"></a>
+<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.non_member_accessors"></a><h5>
+<a name="id592077"></a>
             <a href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -146,19 +143,19 @@
 <p>
             The domain of the random parameter is [-&#8734;, +&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.accuracy"></a><h4>
-<a name="id558844"></a>
+<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.accuracy"></a><h5>
+<a name="id592247"></a>
             <a href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The extreme value distribution is implemented in terms of the standard
- library <tt class="computeroutput"><span class="identifier">exp</span></tt> and <tt class="computeroutput"><span class="identifier">log</span></tt> functions and as such should have
+ library <code class="computeroutput"><span class="identifier">exp</span></code> and <code class="computeroutput"><span class="identifier">log</span></code> functions and as such should have
             very low error rates.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.implementation"></a><h4>
-<a name="id558900"></a>
+<a name="math_toolkit.dist.dist_ref.dists.extreme_dist.implementation"></a><h5>
+<a name="id592301"></a>
             <a href="extreme_dist.html#math_toolkit.dist.dist_ref.dists.extreme_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table: <span class="emphasis"><em>a</em></span> is the location parameter,
             <span class="emphasis"><em>b</em></span> is the scale parameter, <span class="emphasis"><em>x</em></span>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> F Distribution</title>
+<title>F Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="extreme_dist.html" title=" Extreme
- Value Distribution">
-<link rel="next" href="gamma_dist.html" title=" Gamma
- (and Erlang) Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="extreme_dist.html" title="Extreme Value Distribution">
+<link rel="next" href="gamma_dist.html" title="Gamma (and Erlang) Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.f_dist"></a> F Distribution</h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist"></a> F Distribution
+</h5></div></div></div>
 <p>
             
 </p>
@@ -38,13 +37,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">fisher_f_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">fisher_f_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">fisher_f</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">fisher_f_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -83,11 +81,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/fisher_f.png" alt="fisher_f"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.f_dist.member_functions"></a><h4>
-<a name="id559851"></a>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist.member_functions"></a><h5>
+<a name="id593248"></a>
             <a href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">fisher_f_distribution</span><span class="special">(</span><span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">df1</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">df2</span><span class="special">);</span>
 </pre>
@@ -112,13 +110,13 @@
 <p>
             Returns the denominator degrees of freedom parameter of the distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.f_dist.non_member_accessors"></a><h4>
-<a name="id560070"></a>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist.non_member_accessors"></a><h5>
+<a name="id593465"></a>
             <a href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -132,30 +130,27 @@
 <p>
             The domain of the random variable is [0, +&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.f_dist.examples"></a><h4>
-<a name="id560242"></a>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist.examples"></a><h5>
+<a name="id593636"></a>
             <a href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.examples">Examples</a>
- </h4>
+ </h5>
 <p>
- Various <a href="../../stat_tut/weg/f_eg.html" title=" F Distribution
- Examples">worked examples</a>
+ Various worked examples
             are available illustrating the use of the F Distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.f_dist.accuracy"></a><h4>
-<a name="id560284"></a>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist.accuracy"></a><h5>
+<a name="id593676"></a>
             <a href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
- The normal distribution is implemented in terms of the <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">incomplete
- beta function</a> and it's <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">inverses</a>,
+ The normal distribution is implemented in terms of the <a href="../../../special/sf_beta/ibeta_function.html" title="Incomplete Beta Functions">incomplete
+ beta function</a> and it's inverses,
             refer to those functions for accuracy data.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.f_dist.implementation"></a><h4>
-<a name="id560334"></a>
+<a name="math_toolkit.dist.dist_ref.dists.f_dist.implementation"></a><h5>
+<a name="id593725"></a>
             <a href="f_dist.html#math_toolkit.dist.dist_ref.dists.f_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>v1</em></span> and <span class="emphasis"><em>v2</em></span>
             are the first and second degrees of freedom parameters of the distribution,
@@ -205,8 +200,7 @@
                     led to the following two formulas:
                   </p>
                   <p>
- f<sub>v1,v2</sub>(x) = y * <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>(v2
+ f<sub>v1,v2</sub>(x) = y * ibeta_derivative(v2
                     / 2, v1 / 2, v2 / (v2 + v1 * x))
                   </p>
                   <p>
@@ -216,8 +210,7 @@
                     and
                   </p>
                   <p>
- f<sub>v1,v2</sub>(x) = y * <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>(v1
+ f<sub>v1,v2</sub>(x) = y * ibeta_derivative(v1
                     / 2, v2 / 2, v1 * x / (v2 + v1 * x))
                   </p>
                   <p>
@@ -231,8 +224,7 @@
                     second is used.
                   </p>
                   <p>
- The aim is to keep the <span class="emphasis"><em>x</em></span> argument to <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>
+ The aim is to keep the <span class="emphasis"><em>x</em></span> argument to ibeta_derivative
                     away from 1 to avoid rounding error.
                   </p>
                   </td>
@@ -248,16 +240,14 @@
                     Using the relations:
                   </p>
                   <p>
- p = <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>(v1
+ p = ibeta(v1
                     / 2, v2 / 2, v1 * x / (v2 + v1 * x))
                   </p>
                   <p>
                     and
                   </p>
                   <p>
- p = <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>(v2
+ p = ibetac(v2
                     / 2, v1 / 2, v2 / (v2 + v1 * x))
                   </p>
                   <p>
@@ -265,8 +255,7 @@
                     used.
                   </p>
                   <p>
- The aim is to keep the <span class="emphasis"><em>x</em></span> argument to <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>
+ The aim is to keep the <span class="emphasis"><em>x</em></span> argument to ibeta
                     well away from 1 to avoid rounding error.
                   </p>
                   </td>
@@ -282,16 +271,14 @@
                     Using the relations:
                   </p>
                   <p>
- p = <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>(v1
+ p = ibetac(v1
                     / 2, v2 / 2, v1 * x / (v2 + v1 * x))
                   </p>
                   <p>
                     and
                   </p>
                   <p>
- p = <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>(v2
+ p = ibeta(v2
                     / 2, v1 / 2, v2 / (v2 + v1 * x))
                   </p>
                   <p>
@@ -299,8 +286,7 @@
                     used.
                   </p>
                   <p>
- The aim is to keep the <span class="emphasis"><em>x</em></span> argument to <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>
+ The aim is to keep the <span class="emphasis"><em>x</em></span> argument to ibeta
                     well away from 1 to avoid rounding error.
                   </p>
                   </td>
@@ -322,8 +308,7 @@
                     where:
                   </p>
                   <p>
- a = <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inv</a>(v1
+ a = ibeta_inv(v1
                     / 2, v2 / 2, p)
                   </p>
                   <p>
@@ -334,8 +319,7 @@
                   </p>
                   <p>
                     Quantities <span class="emphasis"><em>a</em></span> and <span class="emphasis"><em>b</em></span>
- are both computed by <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inv</a>
+ are both computed by ibeta_inv
                     without the subtraction implied above.
                   </p>
                   </td>
@@ -360,8 +344,7 @@
                     where
                   </p>
                   <p>
- a = <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibetac_inv</a>(v1
+ a = ibetac_inv(v1
                     / 2, v2 / 2, p)
                   </p>
                   <p>
@@ -372,8 +355,7 @@
                   </p>
                   <p>
                     Quantities <span class="emphasis"><em>a</em></span> and <span class="emphasis"><em>b</em></span>
- are both computed by <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibetac_inv</a>
+ are both computed by ibetac_inv
                     without the subtraction implied above.
                   </p>
                   </td>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Gamma
- (and Erlang) Distribution</title>
+<title>Gamma (and Erlang) Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="f_dist.html" title=" F Distribution">
-<link rel="next" href="lognormal_dist.html" title="
- Log Normal Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="f_dist.html" title="F Distribution">
+<link rel="next" href="lognormal_dist.html" title="Log Normal Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,9 +24,9 @@
 </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 href="gamma_dist.html" title=" Gamma
- (and Erlang) Distribution"> Gamma
- (and Erlang) Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.gamma_dist"></a><a href="gamma_dist.html" title="Gamma (and Erlang) Distribution"> Gamma
+ (and Erlang) Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -40,8 +38,7 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">gamma_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -73,7 +70,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
               To avoid potential confusion with the gamma functions, this distribution
               does not provide the typedef:
@@ -131,7 +128,7 @@
             <span class="inlinemediaobject"><img src="../../../../../graphs/gamma_dist2.png" alt="gamma_dist2"></span>
           </p>
 <p>
- The <span class="bold"><b>Erlang Distribution</b></span> is the same
+ The <span class="bold"><strong>Erlang Distribution</strong></span> is the same
             as the Gamma, but with the shape parameter an integer. It is often expressed
             using a <span class="emphasis"><em>rate</em></span> rather than a <span class="emphasis"><em>scale</em></span>
             as the second parameter (remember that the rate is the reciprocal of
@@ -143,11 +140,11 @@
             be no great loss of performance from using a Gamma Distribution rather
             than a dedicated Erlang Distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.member_functions"></a><h4>
-<a name="id561738"></a>
+<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.member_functions"></a><h5>
+<a name="id595122"></a>
             <a href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">gamma_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">shape</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">scale</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -171,13 +168,13 @@
 <p>
             Returns the <span class="emphasis"><em>scale</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.non_member_accessors"></a><h4>
-<a name="id561948"></a>
+<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.non_member_accessors"></a><h5>
+<a name="id595329"></a>
             <a href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -191,26 +188,22 @@
 <p>
             The domain of the random variable is [0,+&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.accuracy"></a><h4>
-<a name="id562120"></a>
+<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.accuracy"></a><h5>
+<a name="id595500"></a>
             <a href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The lognormal distribution is implemented in terms of the incomplete
- gamma functions <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_p</a>
- and <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_q</a>
- and their inverses <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_p_inv</a>
- and <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_q_inv</a>:
+ gamma functions gamma_p
+ and gamma_q
+ and their inverses gamma_p_inv
+ and gamma_q_inv:
             refer to the accuracy data for those functions for more information.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.implementation"></a><h4>
-<a name="id562190"></a>
+<a name="math_toolkit.dist.dist_ref.dists.gamma_dist.implementation"></a><h5>
+<a name="id595568"></a>
             <a href="gamma_dist.html#math_toolkit.dist.dist_ref.dists.gamma_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>k</em></span> is the shape parameter
             of the distribution, &#952; is it's scale parameter, <span class="emphasis"><em>x</em></span>
@@ -243,8 +236,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: pdf = <a href="../../../special/sf_gamma/gamma_derivatives.html" title=" Derivative
- of the Incomplete Gamma Function">gamma_p_derivative</a>(k,
+ Using the relation: pdf = gamma_p_derivative(k,
                     x / &#952;) / &#952;
                   </p>
                   </td>
@@ -257,8 +249,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: p = <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_p</a>(k,
+ Using the relation: p = gamma_p(k,
                     x / &#952;)
                   </p>
                   </td>
@@ -271,8 +262,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: q = <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_q</a>(k,
+ Using the relation: q = gamma_q(k,
                     x / &#952;)
                   </p>
                   </td>
@@ -285,8 +275,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = &#952;* <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_p_inv</a>(k,
+ Using the relation: x = &#952;* gamma_p_inv(k,
                     p)
                   </p>
                   </td>
@@ -299,8 +288,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = &#952;* <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_q_inv</a>(k,
+ Using the relation: x = &#952;* gamma_q_inv(k,
                     p)
                   </p>
                   </td>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Log Normal Distribution</title>
+<title>Log Normal Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="gamma_dist.html" title=" Gamma
- (and Erlang) Distribution">
-<link rel="next" href="negative_binomial_dist.html" title="
- Negative Binomial Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="gamma_dist.html" title="Gamma (and Erlang) Distribution">
+<link rel="next" href="negative_binomial_dist.html" title="Negative Binomial Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="lognormal_dist.html" title="
- Log Normal Distribution">
- Log Normal Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist"></a><a href="lognormal_dist.html" title="Log Normal Distribution">
+ Log Normal Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">lognormal_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">lognormal_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">lognormal</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">lognormal_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -93,11 +89,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/lognormal2.png" alt="lognormal2"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.member_functions"></a><h4>
-<a name="id563209"></a>
+<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.member_functions"></a><h5>
+<a name="id596591"></a>
             <a href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">lognormal_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">location</span> <span class="special">=</span> <span class="number">0</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">scale</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -129,13 +125,13 @@
 <p>
             Returns the <span class="emphasis"><em>scale</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.non_member_accessors"></a><h4>
-<a name="id563442"></a>
+<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.non_member_accessors"></a><h5>
+<a name="id596821"></a>
             <a href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -149,20 +145,19 @@
 <p>
             The domain of the random variable is [0,+&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.accuracy"></a><h4>
-<a name="id563612"></a>
+<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.accuracy"></a><h5>
+<a name="id596989"></a>
             <a href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The lognormal distribution is implemented in terms of the standard library
- log and exp functions, plus the <a href="../../../special/sf_erf/error_function.html" title=" Error
- Functions">error
+ log and exp functions, plus the <a href="../../../special/sf_erf/error_function.html" title="Error Functions">error
             function</a>, and as such should have very low error rates.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.implementation"></a><h4>
-<a name="id563656"></a>
+<a name="math_toolkit.dist.dist_ref.dists.lognormal_dist.implementation"></a><h5>
+<a name="id597031"></a>
             <a href="lognormal_dist.html#math_toolkit.dist.dist_ref.dists.lognormal_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>m</em></span> is the location parameter
             of the distribution, <span class="emphasis"><em>s</em></span> is it's scale parameter,

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Negative Binomial Distribution</title>
+<title>Negative Binomial Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="lognormal_dist.html" title="
- Log Normal Distribution">
-<link rel="next" href="normal_dist.html" title=" Normal
- (Gaussian) Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="lognormal_dist.html" title="Log Normal Distribution">
+<link rel="next" href="normal_dist.html" title="Normal (Gaussian) Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="negative_binomial_dist.html" title="
- Negative Binomial Distribution">
- Negative Binomial Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist"></a><a href="negative_binomial_dist.html" title="Negative Binomial Distribution">
+ Negative Binomial Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
 
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">negative_binomial_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">negative_binomial_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">negative_binomial</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">negative_binomial_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -84,7 +80,7 @@
 <span class="special">}}</span> <span class="comment">// namespaces
 </span></pre>
 <p>
- The class type <tt class="computeroutput"><span class="identifier">negative_binomial_distribution</span></tt>
+ The class type <code class="computeroutput"><span class="identifier">negative_binomial_distribution</span></code>
             represents a <a href="http://en.wikipedia.org/wiki/Negative_binomial_distribution" target="_top">negative_binomial
             distribution</a>: it is used when there are exactly two mutually
             exclusive outcomes of a <a href="http://en.wikipedia.org/wiki/Bernoulli_trial" target="_top">Bernoulli
@@ -101,7 +97,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
               The random variable for the negative binomial distribution is the number
               of trials, (the number of successes is a fixed property of the distribution)
               whereas for the binomial, the random variable is the number of successes,
@@ -128,11 +124,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/neg_binomial_pdf2.png" alt="neg_binomial_pdf2"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.related_distributions"></a><h4>
-<a name="id565111"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.related_distributions"></a><h5>
+<a name="id598482"></a>
             <a href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.related_distributions">Related
             Distributions</a>
- </h4>
+ </h5>
 <p>
             The name negative binomial distribution is reserved by some to the case
             where the successes parameter r is an integer. This integer version is
@@ -141,7 +137,7 @@
           </p>
 <p>
             This implementation uses real numbers for the computation throughout
- (because it uses the <span class="bold"><b>real-valued</b></span> incomplete
+ (because it uses the <span class="bold"><strong>real-valued</strong></span> incomplete
             beta function family of functions). This real-valued version is also
             called the Polya Distribution.
           </p>
@@ -173,11 +169,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
                 The Negative Binomial distribution is a discrete distribution: internally
- functions like the <tt class="computeroutput"><span class="identifier">cdf</span></tt>
- and <tt class="computeroutput"><span class="identifier">pdf</span></tt> are treated
+ functions like the <code class="computeroutput"><span class="identifier">cdf</span></code>
+ and <code class="computeroutput"><span class="identifier">pdf</span></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.
@@ -194,12 +190,10 @@
               </p>
 <p>
                 This behaviour can be changed so that the quantile functions are
- rounded differently, or even return a real-valued result using Policies. It is
- strongly recommended that you read the tutorial <a href="../../../policy/pol_tutorial/understand_dis_quant.html" title="
- Understanding Quantiles of Discrete Distributions">Understanding
+ rounded differently, or even return a real-valued result using Policies. It is
+ strongly recommended that you read the tutorial <a 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 href="../../../policy/pol_ref/discrete_quant_ref.html" title=" Discrete
- Quantile Policies">reference
+ function on the Negative Binomial distribution. The <a 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.
               </p>
@@ -207,15 +201,15 @@
 </table></div>
 <p>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.member_functions"></a><h4>
-<a name="id565316"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.member_functions"></a><h5>
+<a name="id598686"></a>
             <a href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.member_functions">Member
             Functions</a>
- </h4>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.construct"></a><h5>
-<a name="id565346"></a>
- Construct
           </h5>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.construct"></a><h6>
+<a name="id598714"></a>
+ Construct
+ </h6>
 <pre class="programlisting">
 <span class="identifier">negative_binomial_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">r</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">p</span><span class="special">);</span>
 </pre>
@@ -224,15 +218,15 @@
             <span class="emphasis"><em>p</em></span> is the probability of success of a single trial.
           </p>
 <p>
- Requires: <tt class="computeroutput"><span class="identifier">r</span> <span class="special">&gt;</span>
- <span class="number">0</span></tt> and <tt class="computeroutput"><span class="number">0</span>
+ Requires: <code class="computeroutput"><span class="identifier">r</span> <span class="special">&gt;</span>
+ <span class="number">0</span></code> and <code class="computeroutput"><span class="number">0</span>
             <span class="special">&lt;=</span> <span class="identifier">p</span>
- <span class="special">&lt;=</span> <span class="number">1</span></tt>.
+ <span class="special">&lt;=</span> <span class="number">1</span></code>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accessors"></a><h5>
-<a name="id565504"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accessors"></a><h6>
+<a name="id598869"></a>
             <a href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accessors">Accessors</a>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="identifier">RealType</span> <span class="identifier">success_fraction</span><span class="special">()</span> <span class="keyword">const</span><span class="special">;</span> <span class="comment">// successes / trials (0 &lt;= p &lt;= 1)
 </span></pre>
@@ -247,11 +241,11 @@
             Returns the parameter <span class="emphasis"><em>r</em></span> from which this distribution
             was constructed.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.lower_bound_on_parameter_p"></a><h5>
-<a name="id565635"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.lower_bound_on_parameter_p"></a><h6>
+<a name="id598998"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_lower_bound_on_p</span><span class="special">(</span>
   <span class="identifier">RealType</span> <span class="identifier">failures</span><span class="special">,</span>
@@ -259,7 +253,7 @@
   <span class="identifier">RealType</span> <span class="identifier">probability</span><span class="special">)</span> <span class="comment">// (0 &lt;= alpha &lt;= 1), 0.05 equivalent to 95% confidence.
 </span></pre>
 <p>
- Returns a <span class="bold"><b>lower bound</b></span> on the success
+ Returns a <span class="bold"><strong>lower bound</strong></span> on the success
             fraction:
           </p>
 <div class="variablelist">
@@ -276,7 +270,7 @@
 <dt><span class="term">alpha</span></dt>
 <dd><p>
                 The largest acceptable probability that the true value of the success
- fraction is <span class="bold"><b>less than</b></span> the value
+ fraction is <span class="bold"><strong>less than</strong></span> the value
                 returned.
               </p></dd>
 </dl>
@@ -285,17 +279,15 @@
             For example, if you observe <span class="emphasis"><em>k</em></span> failures and <span class="emphasis"><em>r</em></span>
             successes from <span class="emphasis"><em>n</em></span> = k + r trials the best estimate
             for the success fraction is simply <span class="emphasis"><em>r/n</em></span>, but if you
- want to be 95% sure that the true value is <span class="bold"><b>greater
- than</b></span> some value, <span class="emphasis"><em>p<sub>min</sub></em></span>, then:
+ want to be 95% sure that the true value is <span class="bold"><strong>greater
+ than</strong></span> some value, <span class="emphasis"><em>p<sub>min</sub></em></span>, then:
           </p>
 <pre class="programlisting">
 <span class="identifier">p</span><sub>min</sub> <span class="special">=</span> <span class="identifier">negative_binomial_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;::</span><span class="identifier">find_lower_bound_on_p</span><span class="special">(</span>
                     <span class="identifier">failures</span><span class="special">,</span> <span class="identifier">successes</span><span class="special">,</span> <span class="number">0.05</span><span class="special">);</span>
 </pre>
 <p>
- <a href="../../stat_tut/weg/neg_binom_eg/neg_binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for the
- Negative Binomial Distribution">See
+ <a href="../../stat_tut/weg/neg_binom_eg/neg_binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution">See
             negative binomial confidence interval example.</a>
           </p>
 <p>
@@ -312,11 +304,11 @@
             Discrete Distributions. Computational statistics and data analysis, 2005,
             vol. 48, no3, 605-621</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.upper_bound_on_parameter_p"></a><h5>
-<a name="id566004"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.upper_bound_on_parameter_p"></a><h6>
+<a name="id599364"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_upper_bound_on_p</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">trials</span><span class="special">,</span>
@@ -324,7 +316,7 @@
    <span class="identifier">RealType</span> <span class="identifier">alpha</span><span class="special">);</span> <span class="comment">// (0 &lt;= alpha &lt;= 1), 0.05 equivalent to 95% confidence.
 </span></pre>
 <p>
- Returns an <span class="bold"><b>upper bound</b></span> on the success
+ Returns an <span class="bold"><strong>upper bound</strong></span> on the success
             fraction:
           </p>
 <div class="variablelist">
@@ -341,7 +333,7 @@
 <dt><span class="term">alpha</span></dt>
 <dd><p>
                 The largest acceptable probability that the true value of the success
- fraction is <span class="bold"><b>greater than</b></span> the value
+ fraction is <span class="bold"><strong>greater than</strong></span> the value
                 returned.
               </p></dd>
 </dl>
@@ -349,17 +341,15 @@
 <p>
             For example, if you observe <span class="emphasis"><em>k</em></span> successes from <span class="emphasis"><em>n</em></span>
             trials the best estimate for the success fraction is simply <span class="emphasis"><em>k/n</em></span>,
- but if you want to be 95% sure that the true value is <span class="bold"><b>less
- than</b></span> some value, <span class="emphasis"><em>p<sub>max</sub></em></span>, then:
+ but if you want to be 95% sure that the true value is <span class="bold"><strong>less
+ than</strong></span> some value, <span class="emphasis"><em>p<sub>max</sub></em></span>, then:
           </p>
 <pre class="programlisting">
 <span class="identifier">p</span><sub>max</sub> <span class="special">=</span> <span class="identifier">negative_binomial_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;::</span><span class="identifier">find_upper_bound_on_p</span><span class="special">(</span>
                     <span class="identifier">r</span><span class="special">,</span> <span class="identifier">k</span><span class="special">,</span> <span class="number">0.05</span><span class="special">);</span>
 </pre>
 <p>
- <a href="../../stat_tut/weg/neg_binom_eg/neg_binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for the
- Negative Binomial Distribution">See
+ <a href="../../stat_tut/weg/neg_binom_eg/neg_binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution">See
             negative binomial confidence interval example.</a>
           </p>
 <p>
@@ -376,11 +366,11 @@
             Discrete Distributions. Computational statistics and data analysis, 2005,
             vol. 48, no3, 605-621</a>.
           </p>
-<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><h5>
-<a name="id566372"></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="id599728"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_minimum_number_of_trials</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">k</span><span class="special">,</span> <span class="comment">// number of failures.
@@ -389,7 +379,7 @@
 </span></pre>
 <p>
             This functions estimates the number of trials required to achieve a certain
- probability that <span class="bold"><b>more than k failures will be observed</b></span>.
+ probability that <span class="bold"><strong>more than k failures will be observed</strong></span>.
           </p>
 <div class="variablelist">
 <p class="title"><b></b></p>
@@ -420,8 +410,7 @@
             of seeing 10 failures that occur with frequency one half.
           </p>
 <p>
- <a href="../../stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html" title="
- Estimating Sample Sizes for the Negative Binomial.">Worked
+ <a href="../../stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html" title="Estimating Sample Sizes for the Negative Binomial.">Worked
             Example.</a>
           </p>
 <p>
@@ -430,11 +419,11 @@
             finds the number of trials (success+failures) that will lead to an <span class="emphasis"><em>alpha</em></span>
             probability of observing k failures or fewer.
           </p>
-<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><h5>
-<a name="id566686"></a>
+<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="id600038"></a>
             <a 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>
- </h5>
+ </h6>
 <pre class="programlisting">
 <span class="keyword">static</span> <span class="identifier">RealType</span> <span class="identifier">find_maximum_number_of_trials</span><span class="special">(</span>
    <span class="identifier">RealType</span> <span class="identifier">k</span><span class="special">,</span> <span class="comment">// number of failures.
@@ -443,8 +432,8 @@
 </span></pre>
 <p>
             This functions estimates the maximum number of trials we can conduct
- and achieve a certain probability that <span class="bold"><b>k failures
- or fewer will be observed</b></span>.
+ and achieve a certain probability that <span class="bold"><strong>k failures
+ or fewer will be observed</strong></span>.
           </p>
 <div class="variablelist">
 <p class="title"><b></b></p>
@@ -480,13 +469,13 @@
             finds the number of trials (success+failures) that will lead to an <span class="emphasis"><em>alpha</em></span>
             probability of observing more than k failures.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.non_member_accessors"></a><h4>
-<a name="id567009"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.non_member_accessors"></a><h5>
+<a name="id600357"></a>
             <a href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -502,8 +491,8 @@
             in the context of this distribution:
           </p>
 <div class="table">
-<a name="id567173"></a><p class="title"><b>Table 8. Meaning of the non-member accessors.</b></p>
-<table class="table" summary="Meaning of the non-member accessors.">
+<a name="id600520"></a><p class="title"><b>Table 8. Meaning of the non-member accessors.</b></p>
+<div class="table-contents"><table class="table" summary="Meaning of the non-member accessors.">
 <colgroup>
 <col>
 <col>
@@ -529,7 +518,7 @@
                 </td>
 <td>
                 <p>
- The probability of obtaining <span class="bold"><b>exactly k failures</b></span>
+ The probability of obtaining <span class="bold"><strong>exactly k failures</strong></span>
                   from k+r trials with success fraction p. For example:
                 </p>
                 <p>
@@ -549,8 +538,8 @@
                 </td>
 <td>
                 <p>
- The probability of obtaining <span class="bold"><b>k failures or
- fewer</b></span> from k+r trials with success fraction p and success
+ The probability of obtaining <span class="bold"><strong>k failures or
+ fewer</strong></span> from k+r trials with success fraction p and success
                   on the last trial. For example:
                 </p>
                 <p>
@@ -571,8 +560,8 @@
                 </td>
 <td>
                 <p>
- The probability of obtaining <span class="bold"><b>more than k
- failures</b></span> from k+r trials with success fraction p and
+ The probability of obtaining <span class="bold"><strong>more than k
+ failures</strong></span> from k+r trials with success fraction p and
                   success on the last trial. For example:
                 </p>
                 <p>
@@ -592,7 +581,7 @@
                 </td>
 <td>
                 <p>
- The <span class="bold"><b>greatest</b></span> number of failures
+ The <span class="bold"><strong>greatest</strong></span> number of failures
                   k expected to be observed from k+r trials with success fraction
                   p, at probability P. Note that the value returned is a real-number,
                   and not an integer. Depending on the use case you may want to take
@@ -616,7 +605,7 @@
                 </td>
 <td>
                 <p>
- The <span class="bold"><b>smallest</b></span> number of failures
+ The <span class="bold"><strong>smallest</strong></span> number of failures
                   k expected to be observed from k+r trials with success fraction
                   p, at probability P. Note that the value returned is a real-number,
                   and not an integer. Depending on the use case you may want to take
@@ -629,24 +618,22 @@
                 </td>
 </tr>
 </tbody>
-</table>
+</table></div>
 </div>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accuracy"></a><h4>
-<a name="id567739"></a>
+<br class="table-break"><a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accuracy"></a><h5>
+<a name="id601084"></a>
             <a href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             This distribution is implemented using the incomplete beta functions
- <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>
- and <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>:
+ ibeta
+ and ibetac:
             please refer to these functions for information on accuracy.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.implementation"></a><h4>
-<a name="id567791"></a>
+<a name="math_toolkit.dist.dist_ref.dists.negative_binomial_dist.implementation"></a><h5>
+<a name="id601134"></a>
             <a href="negative_binomial_dist.html#math_toolkit.dist.dist_ref.dists.negative_binomial_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table, <span class="emphasis"><em>p</em></span> is the probability that
             any one trial will be successful (the success fraction), <span class="emphasis"><em>r</em></span>
@@ -683,13 +670,11 @@
                     * pow((1-p), k)
                   </p>
                   <p>
- Implementation is in terms of <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>:
+ Implementation is in terms of ibeta_derivative:
                   </p>
                   <p>
                     (p/(r + k)) * ibeta_derivative(r, static_cast&lt;RealType&gt;(k+1),
- p) The function <a href="../../../special/sf_beta/beta_derivative.html" title=" Derivative
- of the Incomplete Beta Function">ibeta_derivative</a>
+ p) The function ibeta_derivative
                     is used here, since it has already been optimised for the lowest
                     possible error - indeed this is really just a thin wrapper around
                     part of the internals of the incomplete beta function.
@@ -764,7 +749,7 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">r</span><span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">)/</span><span class="identifier">p</span></tt>
+ <code class="computeroutput"><span class="identifier">r</span><span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">)/</span><span class="identifier">p</span></code>
                   </p>
                   </td>
 </tr>
@@ -776,9 +761,9 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">r</span> <span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">)</span>
+ <code class="computeroutput"><span class="identifier">r</span> <span class="special">(</span><span class="number">1</span><span class="special">-</span><span class="identifier">p</span><span class="special">)</span>
                     <span class="special">/</span> <span class="identifier">p</span>
- <span class="special">*</span> <span class="identifier">p</span></tt>
+ <span class="special">*</span> <span class="identifier">p</span></code>
                   </p>
                   </td>
 </tr>
@@ -790,7 +775,7 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">floor</span><span class="special">((</span><span class="identifier">r</span><span class="special">-</span><span class="number">1</span><span class="special">)</span> <span class="special">*</span> <span class="special">(</span><span class="number">1</span> <span class="special">-</span> <span class="identifier">p</span><span class="special">)/</span><span class="identifier">p</span><span class="special">)</span></tt>
+ <code class="computeroutput"><span class="identifier">floor</span><span class="special">((</span><span class="identifier">r</span><span class="special">-</span><span class="number">1</span><span class="special">)</span> <span class="special">*</span> <span class="special">(</span><span class="number">1</span> <span class="special">-</span> <span class="identifier">p</span><span class="special">)/</span><span class="identifier">p</span><span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -802,11 +787,11 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="special">(</span><span class="number">2</span>
+ <code class="computeroutput"><span class="special">(</span><span class="number">2</span>
                     <span class="special">-</span> <span class="identifier">p</span><span class="special">)</span> <span class="special">/</span>
                     <span class="identifier">sqrt</span><span class="special">(</span><span class="identifier">r</span> <span class="special">*</span>
                     <span class="special">(</span><span class="number">1</span>
- <span class="special">-</span> <span class="identifier">p</span><span class="special">))</span></tt>
+ <span class="special">-</span> <span class="identifier">p</span><span class="special">))</span></code>
                   </p>
                   </td>
 </tr>
@@ -818,14 +803,14 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="number">6</span> <span class="special">/</span>
+ <code class="computeroutput"><span class="number">6</span> <span class="special">/</span>
                     <span class="identifier">r</span> <span class="special">+</span>
                     <span class="special">(</span><span class="identifier">p</span>
                     <span class="special">*</span> <span class="identifier">p</span><span class="special">)</span> <span class="special">/</span>
                     <span class="identifier">r</span> <span class="special">*</span>
                     <span class="special">(</span><span class="number">1</span>
                     <span class="special">-</span> <span class="identifier">p</span>
- <span class="special">)</span></tt>
+ <span class="special">)</span></code>
                   </p>
                   </td>
 </tr>
@@ -837,14 +822,14 @@
                   </td>
 <td>
                   <p>
- <tt class="computeroutput"><span class="number">6</span> <span class="special">/</span>
+ <code class="computeroutput"><span class="number">6</span> <span class="special">/</span>
                     <span class="identifier">r</span> <span class="special">+</span>
                     <span class="special">(</span><span class="identifier">p</span>
                     <span class="special">*</span> <span class="identifier">p</span><span class="special">)</span> <span class="special">/</span>
                     <span class="identifier">r</span> <span class="special">*</span>
                     <span class="special">(</span><span class="number">1</span>
                     <span class="special">-</span> <span class="identifier">p</span>
- <span class="special">)</span> <span class="special">-</span><span class="number">3</span></tt>
+ <span class="special">)</span> <span class="special">-</span><span class="number">3</span></code>
                   </p>
                   </td>
 </tr>
@@ -862,7 +847,7 @@
 <tr>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></tt>
+ <code class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></code>
                   </p>
                   </td>
 <td>
@@ -874,7 +859,7 @@
 <tr>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></tt>
+ <code class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></code>
                   </p>
                   </td>
 <td>
@@ -886,7 +871,7 @@
 <tr>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">find_minimum_number_of_trials</span></tt>
+ <code class="computeroutput"><span class="identifier">find_minimum_number_of_trials</span></code>
                   </p>
                   </td>
 <td>
@@ -898,7 +883,7 @@
 <tr>
 <td>
                   <p>
- <tt class="computeroutput"><span class="identifier">find_maximum_number_of_trials</span></tt>
+ <code class="computeroutput"><span class="identifier">find_maximum_number_of_trials</span></code>
                   </p>
                   </td>
 <td>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Normal
- (Gaussian) Distribution</title>
+<title>Normal (Gaussian) Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="negative_binomial_dist.html" title="
- Negative Binomial Distribution">
-<link rel="next" href="pareto.html" title=" Pareto
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="negative_binomial_dist.html" title="Negative Binomial Distribution">
+<link rel="next" href="pareto.html" title="Pareto Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="normal_dist.html" title=" Normal
- (Gaussian) Distribution"> Normal
- (Gaussian) Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.normal_dist"></a><a href="normal_dist.html" title="Normal (Gaussian) Distribution"> Normal
+ (Gaussian) Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">normal_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">normal_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">normal</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">normal_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -84,11 +80,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/normal.png" alt="normal"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.normal_dist.member_functions"></a><h4>
-<a name="id569488"></a>
+<a name="math_toolkit.dist.dist_ref.dists.normal_dist.member_functions"></a><h5>
+<a name="id602828"></a>
             <a href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">normal_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">mean</span> <span class="special">=</span> <span class="number">0</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">sd</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -117,13 +113,13 @@
             distributions, allowing the functions find_location and find_scale to
             be used generically).
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.normal_dist.non_member_accessors"></a><h4>
-<a name="id569768"></a>
+<a name="math_toolkit.dist.dist_ref.dists.normal_dist.non_member_accessors"></a><h5>
+<a name="id603106"></a>
             <a href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -139,19 +135,18 @@
             the pdf of +&#8734; and -&#8734; = 0 is also supported, and cdf at -&#8734; = 0, cdf at +&#8734; = 1,
             and complement cdf -&#8734; = 1 and +&#8734; = 0, if RealType permits.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.normal_dist.accuracy"></a><h4>
-<a name="id569946"></a>
+<a name="math_toolkit.dist.dist_ref.dists.normal_dist.accuracy"></a><h5>
+<a name="id603285"></a>
             <a href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
- The normal distribution is implemented in terms of the <a href="../../../special/sf_erf/error_function.html" title=" Error
- Functions">error
+ The normal distribution is implemented in terms of the <a href="../../../special/sf_erf/error_function.html" title="Error Functions">error
             function</a>, and as such should have very low error rates.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.normal_dist.implementation"></a><h4>
-<a name="id569987"></a>
+<a name="math_toolkit.dist.dist_ref.dists.normal_dist.implementation"></a><h5>
+<a name="id603325"></a>
             <a href="normal_dist.html#math_toolkit.dist.dist_ref.dists.normal_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>m</em></span> is the mean of the distribution,
             and <span class="emphasis"><em>s</em></span> is its standard deviation.
@@ -194,8 +189,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: p = 0.5 * <a href="../../../special/sf_erf/error_function.html" title=" Error
- Functions">erfc</a>(-(x-m)/(s*sqrt(2)))
+ Using the relation: p = 0.5 * erfc(-(x-m)/(s*sqrt(2)))
                   </p>
                   </td>
 </tr>
@@ -207,8 +201,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: q = 0.5 * <a href="../../../special/sf_erf/error_function.html" title=" Error
- Functions">erfc</a>((x-m)/(s*sqrt(2)))
+ Using the relation: q = 0.5 * erfc((x-m)/(s*sqrt(2)))
                   </p>
                   </td>
 </tr>
@@ -220,8 +213,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = m - s * sqrt(2) * <a href="../../../special/sf_erf/error_inv.html" title=" Error Function
- Inverses">erfc_inv</a>(2*p)
+ Using the relation: x = m - s * sqrt(2) * erfc_inv(2*p)
                   </p>
                   </td>
 </tr>
@@ -233,8 +225,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = m + s * sqrt(2) * <a href="../../../special/sf_erf/error_inv.html" title=" Error Function
- Inverses">erfc_inv</a>(2*p)
+ Using the relation: x = m + s * sqrt(2) * erfc_inv(2*p)
                   </p>
                   </td>
 </tr>
@@ -246,7 +237,7 @@
                   </td>
 <td>
                   <p>
- The same as <tt class="computeroutput"><span class="identifier">dist</span><span class="special">.</span><span class="identifier">mean</span><span class="special">()</span></tt> and <tt class="computeroutput"><span class="identifier">dist</span><span class="special">.</span><span class="identifier">standard_deviation</span><span class="special">()</span></tt>
+ The same as <code class="computeroutput"><span class="identifier">dist</span><span class="special">.</span><span class="identifier">mean</span><span class="special">()</span></code> and <code class="computeroutput"><span class="identifier">dist</span><span class="special">.</span><span class="identifier">standard_deviation</span><span class="special">()</span></code>
                   </p>
                   </td>
 </tr>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Pareto
- Distribution</title>
+<title>Pareto Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="normal_dist.html" title=" Normal
- (Gaussian) Distribution">
-<link rel="next" href="poisson_dist.html" title=" Poisson
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="normal_dist.html" title="Normal (Gaussian) Distribution">
+<link rel="next" href="poisson_dist.html" title="Poisson Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="pareto.html" title=" Pareto
- Distribution"> Pareto
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.pareto"></a><a href="pareto.html" title="Pareto Distribution"> Pareto
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">pareto_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">pareto_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">pareto</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">pareto_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -85,16 +81,16 @@
             <a href="http://upload.wikimedia.org/wikipedia/commons/thumb/d/d9/Pareto_distributionPDF.png/325px-Pareto_distributionPDF.png" target="_top">Pareto
             pdf</a>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.pareto.related_distributions"></a><h4>
-<a name="id570951"></a>
+<a name="math_toolkit.dist.dist_ref.dists.pareto.related_distributions"></a><h5>
+<a name="id604284"></a>
             <a href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.related_distributions">Related
             distributions</a>
- </h4>
-<a name="math_toolkit.dist.dist_ref.dists.pareto.member_functions"></a><h4>
-<a name="id570977"></a>
+ </h5>
+<a name="math_toolkit.dist.dist_ref.dists.pareto.member_functions"></a><h5>
+<a name="id604308"></a>
             <a href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">pareto_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">location</span> <span class="special">=</span> <span class="number">1</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">shape</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -119,13 +115,13 @@
 <p>
             Returns the <span class="emphasis"><em>shape</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.pareto.non_member_accessors"></a><h4>
-<a name="id571214"></a>
+<a name="math_toolkit.dist.dist_ref.dists.pareto.non_member_accessors"></a><h5>
+<a name="id604542"></a>
             <a href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -139,20 +135,20 @@
 <p>
             The supported domain of the random variable is [location, &#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.pareto.accuracy"></a><h4>
-<a name="id571387"></a>
+<a name="math_toolkit.dist.dist_ref.dists.pareto.accuracy"></a><h5>
+<a name="id604715"></a>
             <a href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The pareto distribution is implemented in terms of the standard library
- <tt class="computeroutput"><span class="identifier">exp</span></tt> functions plus expm1 and as such
+ <code class="computeroutput"><span class="identifier">exp</span></code> functions plus expm1 and as such
             should have very low error rates except when probability is very close
             to unity.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.pareto.implementation"></a><h4>
-<a name="id571443"></a>
+<a name="math_toolkit.dist.dist_ref.dists.pareto.implementation"></a><h5>
+<a name="id604769"></a>
             <a href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table &#945; is the shape parameter of the distribution, and
             &#946; is its location parameter, <span class="emphasis"><em>x</em></span> is the random variate,
@@ -317,10 +313,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.pareto.references"></a><h4>
-<a name="id571800"></a>
+<a name="math_toolkit.dist.dist_ref.dists.pareto.references"></a><h5>
+<a name="id605125"></a>
             <a href="pareto.html#math_toolkit.dist.dist_ref.dists.pareto.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://en.wikipedia.org/wiki/pareto_distribution" target="_top">Pareto
               Distribution</a></li>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Poisson
- Distribution</title>
+<title>Poisson Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="pareto.html" title=" Pareto
- Distribution">
-<link rel="next" href="rayleigh.html" title=" Rayleigh
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="pareto.html" title="Pareto Distribution">
+<link rel="next" href="rayleigh.html" title="Rayleigh Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="poisson_dist.html" title=" Poisson
- Distribution"> Poisson
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.poisson_dist"></a><a href="poisson_dist.html" title="Poisson Distribution"> Poisson
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span> <span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span> <span class="special">{</span>
 
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">poisson_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">poisson_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">poisson</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">poisson_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -95,11 +91,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
                 The Poisson distribution is a discrete distribution: internally functions
- like the <tt class="computeroutput"><span class="identifier">cdf</span></tt> and
- <tt class="computeroutput"><span class="identifier">pdf</span></tt> are treated "as
+ like the <code class="computeroutput"><span class="identifier">cdf</span></code> and
+ <code class="computeroutput"><span class="identifier">pdf</span></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.
@@ -116,12 +112,10 @@
               </p>
 <p>
                 This behaviour can be changed so that the quantile functions are
- rounded differently, or even return a real-valued result using Policies. It is
- strongly recommended that you read the tutorial <a href="../../../policy/pol_tutorial/understand_dis_quant.html" title="
- Understanding Quantiles of Discrete Distributions">Understanding
+ rounded differently, or even return a real-valued result using Policies. It is
+ strongly recommended that you read the tutorial <a 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 href="../../../policy/pol_ref/discrete_quant_ref.html" title=" Discrete
- Quantile Policies">reference
+ function on the Poisson distribution. The <a 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.
               </p>
@@ -129,11 +123,11 @@
 </table></div>
 <p>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.member_functions"></a><h4>
-<a name="id572545"></a>
+<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.member_functions"></a><h5>
+<a name="id605870"></a>
             <a href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">poisson_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">mean</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -146,13 +140,13 @@
 <p>
             Returns the <span class="emphasis"><em>mean</em></span> of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.non_member_accessors"></a><h4>
-<a name="id572673"></a>
+<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.non_member_accessors"></a><h5>
+<a name="id605996"></a>
             <a href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -166,26 +160,24 @@
 <p>
             The domain of the random variable is [0, &#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.accuracy"></a><h4>
-<a name="id572844"></a>
+<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.accuracy"></a><h5>
+<a name="id606165"></a>
             <a href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The Poisson distribution is implemented in terms of the incomplete gamma
- functions <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_p</a>
- and <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_q</a>
+ functions gamma_p
+ and gamma_q
             and as such should have low error rates: but refer to the documentation
             of those functions for more information. The quantile and its complement
             use the inverse gamma functions and are therefore probably slightly less
             accurate: this is because the inverse gamma functions are implemented
             using an iterative method with a lower tolerance to avoid excessive computation.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.implementation"></a><h4>
-<a name="id572894"></a>
+<a name="math_toolkit.dist.dist_ref.dists.poisson_dist.implementation"></a><h5>
+<a name="id606214"></a>
             <a href="poisson_dist.html#math_toolkit.dist.dist_ref.dists.poisson_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table &#955; is the mean of the distribution, <span class="emphasis"><em>k</em></span>
             is the random variable, <span class="emphasis"><em>p</em></span> is the probability and
@@ -229,8 +221,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: p = &#915;(k+1, &#955;) / k! = <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_q</a>(k+1,
+ Using the relation: p = &#915;(k+1, &#955;) / k! = gamma_q(k+1,
                     &#955;)
                   </p>
                   </td>
@@ -243,8 +234,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: q = <a href="../../../special/sf_gamma/igamma.html" title=" Incomplete Gamma
- Functions">gamma_p</a>(k+1,
+ Using the relation: q = gamma_p(k+1,
                     &#955;)
                   </p>
                   </td>
@@ -257,8 +247,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: k = <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_q_inva</a>(&#955;,
+ Using the relation: k = gamma_q_inva(&#955;,
                     p) - 1
                   </p>
                   </td>
@@ -271,8 +260,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: k = <a href="../../../special/sf_gamma/igamma_inv.html" title=" Incomplete
- Gamma Function Inverses">gamma_p_inva</a>(&#955;,
+ Using the relation: k = gamma_p_inva(&#955;,
                     q) - 1
                   </p>
                   </td>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Rayleigh
- Distribution</title>
+<title>Rayleigh Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="poisson_dist.html" title=" Poisson
- Distribution">
-<link rel="next" href="students_t_dist.html" title="
- Students t Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="poisson_dist.html" title="Poisson Distribution">
+<link rel="next" href="students_t_dist.html" title="Students t Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="rayleigh.html" title=" Rayleigh
- Distribution"> Rayleigh
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh"></a><a href="rayleigh.html" title="Rayleigh Distribution"> Rayleigh
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">rayleigh_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">rayleigh_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">rayleigh</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">rayleigh_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -91,11 +87,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/rayleigh_cdf.png" alt="rayleigh_cdf"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh.related_distributions"></a><h4>
-<a name="id573805"></a>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh.related_distributions"></a><h5>
+<a name="id607126"></a>
             <a href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.related_distributions">Related
             distributions</a>
- </h4>
+ </h5>
 <p>
             The absolute value of two independent normal distributions X and Y, &#8730; (X<sup>2</sup> +
             Y<sup>2</sup>) is a Rayleigh distribution.
@@ -107,11 +103,11 @@
             distributions are generalizations of the <a href="http://en.wikipedia.org/wiki/Rayleigh_distribution" target="_top">Rayleigh
             distribution</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh.member_functions"></a><h4>
-<a name="id573883"></a>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh.member_functions"></a><h5>
+<a name="id607202"></a>
             <a href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">rayleigh_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">sigma</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -128,13 +124,13 @@
 <p>
             Returns the <span class="emphasis"><em>sigma</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh.non_member_accessors"></a><h4>
-<a name="id574036"></a>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh.non_member_accessors"></a><h5>
+<a name="id607351"></a>
             <a href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -148,20 +144,20 @@
 <p>
             The domain of the random variable is [0, max_value].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh.accuracy"></a><h4>
-<a name="id574207"></a>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh.accuracy"></a><h5>
+<a name="id607521"></a>
             <a href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The Rayleigh distribution is implemented in terms of the standard library
- <tt class="computeroutput"><span class="identifier">sqrt</span></tt> and <tt class="computeroutput"><span class="identifier">exp</span></tt> and as such should have very low
+ <code class="computeroutput"><span class="identifier">sqrt</span></code> and <code class="computeroutput"><span class="identifier">exp</span></code> and as such should have very low
             error rates. Some constants such as skewness and kurtosis were calculated
             using NTL RR type with 150-bit accuracy, about 50 decimal digits.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh.implementation"></a><h4>
-<a name="id574266"></a>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh.implementation"></a><h5>
+<a name="id607577"></a>
             <a href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table &#963; is the sigma parameter of the distribution, <span class="emphasis"><em>x</em></span>
             is the random variate, <span class="emphasis"><em>p</em></span> is the probability and
@@ -205,7 +201,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: p = 1 - exp(-x<sup>2</sup>/2) &#963;<sup>2</sup> = -expm1(-x<sup>2</sup>/2)
+ Using the relation: p = 1 - exp(-x<sup>2</sup>/2) &#963;<sup>2</sup> = -expm1(-x<sup>2</sup>/2)
                     &#963;<sup>2</sup>
                   </p>
                   </td>
@@ -231,7 +227,7 @@
 <td>
                   <p>
                     Using the relation: x = sqrt(-2 * &#963; <sup>2</sup>) * log(1 - p)) = sqrt(-2
- * &#963; <sup>2</sup>) * log1p(-p))
+ * &#963; <sup>2</sup>) * log1p(-p))
                   </p>
                   </td>
 </tr>
@@ -327,10 +323,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.rayleigh.references"></a><h4>
-<a name="id574658"></a>
+<a name="math_toolkit.dist.dist_ref.dists.rayleigh.references"></a><h5>
+<a name="id607967"></a>
             <a href="rayleigh.html#math_toolkit.dist.dist_ref.dists.rayleigh.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li>http://en.wikipedia.org/wiki/Rayleigh_distribution</li>
 <li><a href="http://mathworld.wolfram.com/RayleighDistribution.html" target="_top">Weisstein,

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Students t Distribution</title>
+<title>Students t Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="rayleigh.html" title=" Rayleigh
- Distribution">
-<link rel="next" href="triangular_dist.html" title="
- Triangular Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="rayleigh.html" title="Rayleigh Distribution">
+<link rel="next" href="triangular_dist.html" title="Triangular Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="students_t_dist.html" title="
- Students t Distribution">
- Students t Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist"></a><a href="students_t_dist.html" title="Students t Distribution">
+ Students t Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">students_t_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">students_t_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">students_t</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">students_t_distribution</span>
 <span class="special">{</span>
    <span class="keyword">typedef</span> <span class="identifier">RealType</span> <span class="identifier">value_type</span><span class="special">;</span>
@@ -102,11 +98,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/students_t.png" alt="students_t"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.member_functions"></a><h4>
-<a name="id575452"></a>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.member_functions"></a><h5>
+<a name="id608757"></a>
             <a href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">students_t_distribution</span><span class="special">(</span><span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">v</span><span class="special">);</span>
 </pre>
@@ -173,7 +169,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
               Remember that for a two-sided test, you must divide alpha by two before
               calling this function.
             </p></td></tr>
@@ -182,13 +178,13 @@
             For more information on this function see the <a href="http://www.itl.nist.gov/div898/handbook/prc/section2/prc222.htm" target="_top">NIST
             Engineering Statistics Handbook</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.non_member_accessors"></a><h4>
-<a name="id575844"></a>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.non_member_accessors"></a><h5>
+<a name="id609146"></a>
             <a href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -202,30 +198,27 @@
 <p>
             The domain of the random variable is [-&#8734;, +&#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.examples"></a><h4>
-<a name="id576014"></a>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.examples"></a><h5>
+<a name="id609316"></a>
             <a href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.examples">Examples</a>
- </h4>
+ </h5>
 <p>
- Various <a href="../../stat_tut/weg/st_eg.html" title=" Student's
- t Distribution Examples">worked examples</a>
+ Various worked examples
             are available illustrating the use of the Student's t distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.accuracy"></a><h4>
-<a name="id576056"></a>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.accuracy"></a><h5>
+<a name="id609355"></a>
             <a href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
- The normal distribution is implemented in terms of the <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">incomplete
- beta function</a> and <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">it's
+ The normal distribution is implemented in terms of the <a href="../../../special/sf_beta/ibeta_function.html" title="Incomplete Beta Functions">incomplete
+ beta function</a> and <a href="../../../special/sf_beta/ibeta_inv_function.html" title="The Incomplete Beta Function Inverses">it's
             inverses</a>, refer to accuracy data on those functions for more information.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.implementation"></a><h4>
-<a name="id576107"></a>
+<a name="math_toolkit.dist.dist_ref.dists.students_t_dist.implementation"></a><h5>
+<a name="id609404"></a>
             <a href="students_t_dist.html#math_toolkit.dist.dist_ref.dists.students_t_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table <span class="emphasis"><em>v</em></span> is the degrees of freedom
             of the distribution, <span class="emphasis"><em>t</em></span> is the random variate, <span class="emphasis"><em>p</em></span>
@@ -258,7 +251,7 @@
 <td>
                   <p>
                     Using the relation: pdf = (v / (v + t<sup>2</sup>))<sup>(1+v)/2 </sup> / (sqrt(v) *
- beta(v/2,
+ beta(v/2,
                     0.5))
                   </p>
                   </td>
@@ -283,13 +276,11 @@
                     where z is given by:
                   </p>
                   <p>
- <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibeta</a>(v
+ ibeta(v
                     / 2, 0.5, v / (v + t<sup>2</sup>)) / 2 <span class="emphasis"><em>iff v &lt; 2t<sup>2</sup></em></span>
                   </p>
                   <p>
- <a href="../../../special/sf_beta/ibeta_function.html" title=" Incomplete
- Beta Functions">ibetac</a>(0.5,
+ ibetac(0.5,
                     v / 2, t<sup>2 </sup> / (v + t<sup>2</sup>) / 2 <span class="emphasis"><em>otherwise</em></span>
                   </p>
                   </td>
@@ -320,8 +311,7 @@
                     where:
                   </p>
                   <p>
- x = <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inv</a>(v
+ x = ibeta_inv(v
                     / 2, 0.5, 2 * min(p, q))
                   </p>
                   <p>
@@ -329,8 +319,7 @@
                   </p>
                   <p>
                     The quantities <span class="emphasis"><em>x</em></span> and <span class="emphasis"><em>y</em></span>
- are both returned by <a href="../../../special/sf_beta/ibeta_inv_function.html" title=" The
- Incomplete Beta Function Inverses">ibeta_inv</a>
+ are both returned by ibeta_inv
                     without the subtraction implied above.
                   </p>
                   </td>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Triangular Distribution</title>
+<title>Triangular Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="students_t_dist.html" title="
- Students t Distribution">
-<link rel="next" href="weibull.html" title=" Weibull
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="students_t_dist.html" title="Students t Distribution">
+<link rel="next" href="weibull.html" title="Weibull Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="triangular_dist.html" title="
- Triangular Distribution">
- Triangular Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist"></a><a href="triangular_dist.html" title="Triangular Distribution">
+ Triangular Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -40,13 +37,12 @@
 <pre class="programlisting">
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
  <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
  <span class="keyword">class</span> <span class="identifier">triangular_distribution</span><span class="special">;</span>
    
  <span class="keyword">typedef</span> <span class="identifier">triangular_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">triangular</span><span class="special">;</span>
 
- <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+ <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
  <span class="keyword">class</span> <span class="identifier">triangular_distribution</span>
  <span class="special">{</span>
  <span class="keyword">public</span><span class="special">:</span>
@@ -133,11 +129,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/triangular_cdf.png" alt="triangular_cdf"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.member_functions"></a><h4>
-<a name="id577433"></a>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.member_functions"></a><h5>
+<a name="id610720"></a>
             <a href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">triangular_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">lower</span> <span class="special">=</span> <span class="number">0</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">mode</span> <span class="special">=</span> <span class="number">0</span> <span class="identifier">RealType</span> <span class="identifier">upper</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -172,13 +168,13 @@
             Returns the <span class="emphasis"><em>upper</em></span> parameter of this distribution
             (default+1).
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.non_member_accessors"></a><h4>
-<a name="id577745"></a>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.non_member_accessors"></a><h5>
+<a name="id611029"></a>
             <a href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -193,19 +189,19 @@
             The domain of the random variable is \lowerto \upper, and the supported
             range is lower &lt;= x &lt;= upper.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.accuracy"></a><h4>
-<a name="id577920"></a>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.accuracy"></a><h5>
+<a name="id611202"></a>
             <a href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The triangular distribution is implemented with simple arithmetic operators
             and so should have errors within an epsilon or two, except quantiles
             with arguments nearing the extremes of zero and unity.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.implementation"></a><h4>
-<a name="id577954"></a>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.implementation"></a><h5>
+<a name="id611235"></a>
             <a href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table, a is the <span class="emphasis"><em>lower</em></span> parameter
             of the distribution, c is the <span class="emphasis"><em>mode</em></span> parameter, b
@@ -387,10 +383,10 @@
             Some 'known good' test values were obtained from <a href="http://espse.ed.psu.edu/edpsych/faculty/rhale/hale/507Mat/statlets/free/pdist.htm" target="_top">Statlet:
             Calculate and plot probability distributions</a>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.references"></a><h4>
-<a name="id578346"></a>
+<a name="math_toolkit.dist.dist_ref.dists.triangular_dist.references"></a><h5>
+<a name="id611625"></a>
             <a href="triangular_dist.html#math_toolkit.dist.dist_ref.dists.triangular_dist.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://en.wikipedia.org/wiki/Triangular_distribution" target="_top">Wikpedia
               triangular distribution</a></li>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Uniform
- Distribution</title>
+<title>Uniform Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="weibull.html" title=" Weibull
- Distribution">
-<link rel="next" href="../dist_algorithms.html" title=" Distribution
- Algorithms">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="weibull.html" title="Weibull Distribution">
+<link rel="next" href="../dist_algorithms.html" title="Distribution Algorithms">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="uniform_dist.html" title=" Uniform
- Distribution"> Uniform
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist"></a><a href="uniform_dist.html" title="Uniform Distribution"> Uniform
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -40,13 +37,12 @@
 <pre class="programlisting">
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
  <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
  <span class="keyword">class</span> <span class="identifier">uniform_distribution</span><span class="special">;</span>
    
  <span class="keyword">typedef</span> <span class="identifier">uniform_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">uniform</span><span class="special">;</span>
 
- <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+ <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
  <span class="keyword">class</span> <span class="identifier">uniform_distribution</span>
  <span class="special">{</span>
  <span class="keyword">public</span><span class="special">:</span>
@@ -93,7 +89,7 @@
             uses this definition.
           </p>
 <p>
- There is also a discrete uniform distribution.
+ There is also a discrete uniform distribution.
           </p>
 <p>
             Parameters lower and upper can be any finite value.
@@ -122,11 +118,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/uniform_cdf.png" alt="uniform_cdf"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.member_functions"></a><h4>
-<a name="id580858"></a>
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.member_functions"></a><h5>
+<a name="id614124"></a>
             <a href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">uniform_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">lower</span> <span class="special">=</span> <span class="number">0</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">upper</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -152,13 +148,13 @@
 <p>
             Returns the <span class="emphasis"><em>upper</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.non_member_accessors"></a><h4>
-<a name="id581097"></a>
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.non_member_accessors"></a><h5>
+<a name="id614360"></a>
             <a href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -173,18 +169,18 @@
             The domain of the random variable is any finite value, but the supported
             range is only <span class="emphasis"><em>lower</em></span> &lt;= x &lt;= <span class="emphasis"><em>upper</em></span>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.accuracy"></a><h4>
-<a name="id581277"></a>
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.accuracy"></a><h5>
+<a name="id614538"></a>
             <a href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The uniform distribution is implemented with simple arithmetic operators
             and so should have errors within an epsilon or two.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.implementation"></a><h4>
-<a name="id581309"></a>
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.implementation"></a><h5>
+<a name="id614569"></a>
             <a href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table a is the <span class="emphasis"><em>lower</em></span> parameter
             of the distribution, b is the <span class="emphasis"><em>upper</em></span> parameter,
@@ -345,10 +341,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.references"></a><h4>
-<a name="id581620"></a>
+<a name="math_toolkit.dist.dist_ref.dists.uniform_dist.references"></a><h5>
+<a name="id614878"></a>
             <a href="uniform_dist.html#math_toolkit.dist.dist_ref.dists.uniform_dist.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li><a href="http://en.wikipedia.org/wiki/Uniform_distribution_%28continuous%29" target="_top">Wikpedia
               continuous uniform distribution</a></li>

Modified: trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html
==============================================================================
--- trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html (original)
+++ trunk/libs/math/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Weibull
- Distribution</title>
+<title>Weibull Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dists.html" title=" Distributions">
-<link rel="prev" href="triangular_dist.html" title="
- Triangular Distribution">
-<link rel="next" href="uniform_dist.html" title=" Uniform
- Distribution">
+<link rel="up" href="../dists.html" title="Distributions">
+<link rel="prev" href="triangular_dist.html" title="Triangular Distribution">
+<link rel="next" href="uniform_dist.html" title="Uniform Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h5 class="title">
-<a name="math_toolkit.dist.dist_ref.dists.weibull"></a><a href="weibull.html" title=" Weibull
- Distribution"> Weibull
- Distribution</a></h5></div></div></div>
+<a name="math_toolkit.dist.dist_ref.dists.weibull"></a><a href="weibull.html" title="Weibull Distribution"> Weibull
+ Distribution</a>
+</h5></div></div></div>
 <p>
             
 </p>
@@ -41,13 +38,12 @@
 <span class="keyword">namespace</span> <span class="identifier">boost</span><span class="special">{</span> <span class="keyword">namespace</span> <span class="identifier">math</span><span class="special">{</span>
    
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span> <span class="special">=</span> <span class="keyword">double</span><span class="special">,</span>
- <span class="keyword">class</span> Policy <span class="special">=</span> <a href="../../../policy/pol_ref/pol_ref_ref.html" title=" Policy Class
- Reference">policies::policy&lt;&gt;</a> <span class="special">&gt;</span>
+ <span class="keyword">class</span> Policy <span class="special">=</span> policies::policy<> <span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">weibull_distribution</span><span class="special">;</span>
 
 <span class="keyword">typedef</span> <span class="identifier">weibull_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">weibull</span><span class="special">;</span>
 
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
 <span class="keyword">class</span> <span class="identifier">weibull_distribution</span>
 <span class="special">{</span>
 <span class="keyword">public</span><span class="special">:</span>
@@ -105,11 +101,11 @@
 <p>
             <span class="inlinemediaobject"><img src="../../../../../graphs/weibull2.png" alt="weibull2"></span>
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.weibull.related_distributions"></a><h4>
-<a name="id579110"></a>
+<a name="math_toolkit.dist.dist_ref.dists.weibull.related_distributions"></a><h5>
+<a name="id612387"></a>
             <a href="weibull.html#math_toolkit.dist.dist_ref.dists.weibull.related_distributions">Related
             distributions</a>
- </h4>
+ </h5>
 <p>
             When &#945; = 3, the <a href="http://en.wikipedia.org/wiki/Weibull_distribution" target="_top">Weibull
             distribution</a> appears similar to the <a href="http://en.wikipedia.org/wiki/Normal_distribution" target="_top">normal
@@ -117,11 +113,11 @@
             <a href="http://en.wikipedia.org/wiki/Exponential_distribution" target="_top">exponential
             distribution</a>.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.weibull.member_functions"></a><h4>
-<a name="id579168"></a>
+<a name="math_toolkit.dist.dist_ref.dists.weibull.member_functions"></a><h5>
+<a name="id612443"></a>
             <a href="weibull.html#math_toolkit.dist.dist_ref.dists.weibull.member_functions">Member
             Functions</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="identifier">weibull_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">shape</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">scale</span> <span class="special">=</span> <span class="number">1</span><span class="special">);</span>
 </pre>
@@ -146,13 +142,13 @@
 <p>
             Returns the <span class="emphasis"><em>scale</em></span> parameter of this distribution.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.weibull.non_member_accessors"></a><h4>
-<a name="id579393"></a>
+<a name="math_toolkit.dist.dist_ref.dists.weibull.non_member_accessors"></a><h5>
+<a name="id612665"></a>
             <a href="weibull.html#math_toolkit.dist.dist_ref.dists.weibull.non_member_accessors">Non-member
             Accessors</a>
- </h4>
+ </h5>
 <p>
- All the <a href="../nmp.html" title=" Non-Member Properties">usual non-member
+ All the <a href="../nmp.html" title="Non-Member Properties">usual non-member
             accessor functions</a> that are generic to all distributions are supported:
             <a href="../nmp.html#math.dist.cdf">Cumulative Distribution Function</a>,
             <a href="../nmp.html#math.dist.pdf">Probability Density Function</a>, <a href="../nmp.html#math.dist.quantile">Quantile</a>, <a href="../nmp.html#math.dist.hazard">Hazard
@@ -166,20 +162,20 @@
 <p>
             The domain of the random variable is [0, &#8734;].
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.weibull.accuracy"></a><h4>
-<a name="id579566"></a>
+<a name="math_toolkit.dist.dist_ref.dists.weibull.accuracy"></a><h5>
+<a name="id612837"></a>
             <a href="weibull.html#math_toolkit.dist.dist_ref.dists.weibull.accuracy">Accuracy</a>
- </h4>
+ </h5>
 <p>
             The Weibull distribution is implemented in terms of the standard library
- <tt class="computeroutput"><span class="identifier">log</span></tt> and <tt class="computeroutput"><span class="identifier">exp</span></tt> functions plus expm1
- and log1p and
+ <code class="computeroutput"><span class="identifier">log</span></code> and <code class="computeroutput"><span class="identifier">exp</span></code> functions plus expm1
+ and log1p and
             as such should have very low error rates.
           </p>
-<a name="math_toolkit.dist.dist_ref.dists.weibull.implementation"></a><h4>
-<a name="id579639"></a>
+<a name="math_toolkit.dist.dist_ref.dists.weibull.implementation"></a><h5>
+<a name="id612909"></a>
             <a href="weibull.html#math_toolkit.dist.dist_ref.dists.weibull.implementation">Implementation</a>
- </h4>
+ </h5>
 <p>
             In the following table &#945; is the shape parameter of the distribution, &#946; is
             it's scale parameter, <span class="emphasis"><em>x</em></span> is the random variate,
@@ -223,7 +219,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: p = -expm1(-(x/&#946;)<sup>&#945;</sup>)
+ Using the relation: p = -expm1(-(x/&#946;)<sup>&#945;</sup>)
                   </p>
                   </td>
 </tr>
@@ -247,7 +243,7 @@
                   </td>
 <td>
                   <p>
- Using the relation: x = &#946; * (-log1p(-p))<sup>1/&#945;</sup>
+ Using the relation: x = &#946; * (-log1p(-p))<sup>1/&#945;</sup>
                   </p>
                   </td>
 </tr>
@@ -343,10 +339,10 @@
 </tr>
 </tbody>
 </table></div>
-<a name="math_toolkit.dist.dist_ref.dists.weibull.references"></a><h4>
-<a name="id580026"></a>
+<a name="math_toolkit.dist.dist_ref.dists.weibull.references"></a><h5>
+<a name="id613295"></a>
             <a href="weibull.html#math_toolkit.dist.dist_ref.dists.weibull.references">References</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li>http://en.wikipedia.org/wiki/Weibull_distribution</li>
 <li><a href="http://mathworld.wolfram.com/WeibullDistribution.html" target="_top">Weisstein,

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Non-Member Properties</title>
+<title>Non-Member Properties</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../dist_ref.html" title=" Statistical Distributions
- Reference">
-<link rel="prev" href="../dist_ref.html" title=" Statistical Distributions
- Reference">
-<link rel="next" href="dists.html" title=" Distributions">
+<link rel="up" href="../dist_ref.html" title="Statistical Distributions Reference">
+<link rel="prev" href="../dist_ref.html" title="Statistical Distributions Reference">
+<link rel="next" href="dists.html" title="Distributions">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.dist_ref.nmp"></a> Non-Member Properties</h4></div></div></div>
+<a name="math_toolkit.dist.dist_ref.nmp"></a> Non-Member Properties
+</h4></div></div></div>
 <p>
           Properties that are common to all distributions are accessed via non-member
           getter functions. This allows more of these functions to be added over
@@ -37,11 +36,11 @@
           <a href="nmp.html#function_index">function index</a> to go straight to
           the function you want if you already know its name.
         </p>
-<a name="function_index"></a><a name="math_toolkit.dist.dist_ref.nmp.function_index"></a><h4>
-<a name="id537100"></a>
+<a name="function_index"></a><a name="math_toolkit.dist.dist_ref.nmp.function_index"></a><h5>
+<a name="id570680"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.function_index">Function
           Index</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li>
 <a href="nmp.html#math.dist.cdf">cdf</a>.
@@ -93,11 +92,11 @@
 <a href="nmp.html#math.dist.variance">variance</a>.
           </li>
 </ul></div>
-<a name="concept_index"></a><a name="math_toolkit.dist.dist_ref.nmp.conceptual_index"></a><h4>
-<a name="id537360"></a>
+<a name="concept_index"></a><a name="math_toolkit.dist.dist_ref.nmp.conceptual_index"></a><h5>
+<a name="id570936"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.conceptual_index">Conceptual
           Index</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li>
 <a href="nmp.html#math.dist.ccdf">Complement of the Cumulative Distribution
@@ -174,14 +173,14 @@
 <a href="nmp.html#math.dist.variance">variance</a>.
           </li>
 </ul></div>
-<a name="math.dist.cdf"></a><a name="math_toolkit.dist.dist_ref.nmp.cumulative_distribution_function"></a><h4>
-<a name="id537717"></a>
+<a name="math.dist.cdf"></a><a name="math_toolkit.dist.dist_ref.nmp.cumulative_distribution_function"></a><h5>
+<a name="id571291"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.cumulative_distribution_function">Cumulative
           Distribution Function</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">cdf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">cdf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
 </pre>
 <p>
           The Cumulative Distribution Function
@@ -199,11 +198,11 @@
 <p>
           <span class="inlinemediaobject"><img src="../../../../graphs/cdf.png" alt="cdf"></span>
         </p>
-<a name="math.dist.ccdf"></a><a name="math_toolkit.dist.dist_ref.nmp.complement_of_the_cumulative_distribution_function"></a><h4>
-<a name="id537968"></a>
+<a name="math.dist.ccdf"></a><a name="math_toolkit.dist.dist_ref.nmp.complement_of_the_cumulative_distribution_function"></a><h5>
+<a name="id571539"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.complement_of_the_cumulative_distribution_function">Complement
           of the Cumulative Distribution Function</a>
- </h4>
+ </h5>
 <pre class="programlisting">
 <span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">Distribution</span><span class="special">,</span> <span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">&gt;</span>
 <span class="identifier">RealType</span> <span class="identifier">cdf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Unspecified-Complement-Type</em></span><span class="special">&lt;</span><span class="identifier">Distribution</span><span class="special">,</span> <span class="identifier">RealType</span><span class="special">&gt;&amp;</span> <span class="identifier">comp</span><span class="special">);</span>
@@ -223,7 +222,7 @@
           if the random variable is outside the defined range for the distribution.
         </p>
 <p>
- In this library, it is obtained by wrapping the arguments to the <tt class="computeroutput"><span class="identifier">cdf</span></tt> function in a call to <tt class="computeroutput"><span class="identifier">complement</span></tt>, for example:
+ In this library, it is obtained by wrapping the arguments to the <code class="computeroutput"><span class="identifier">cdf</span></code> function in a call to <code class="computeroutput"><span class="identifier">complement</span></code>, for example:
         </p>
 <pre class="programlisting">
 <span class="comment">// standard normal distribution object:
@@ -242,13 +241,13 @@
           See why complements? for why the
           complement is useful and when it should be used.
         </p>
-<a name="math.dist.hazard"></a><a name="math_toolkit.dist.dist_ref.nmp.hazard_function"></a><h4>
-<a name="id538390"></a>
+<a name="math.dist.hazard"></a><a name="math_toolkit.dist.dist_ref.nmp.hazard_function"></a><h5>
+<a name="id571958"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.hazard_function">Hazard Function</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">hazard</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">hazard</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
 </pre>
 <p>
           Returns the Hazard Function of
@@ -266,19 +265,19 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
             Some authors refer to this as the conditional failure density function
             rather than the hazard function.
           </p></td></tr>
 </table></div>
-<a name="math.dist.chf"></a><a name="math_toolkit.dist.dist_ref.nmp.cumulative_hazard_function"></a><h4>
-<a name="id538646"></a>
+<a name="math.dist.chf"></a><a name="math_toolkit.dist.dist_ref.nmp.cumulative_hazard_function"></a><h5>
+<a name="id572212"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.cumulative_hazard_function">Cumulative
           Hazard Function</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">chf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">chf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
 </pre>
 <p>
           Returns the Cumulative Hazard Function
@@ -296,17 +295,17 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
             Some authors refer to this as simply the "Hazard Function".
           </p></td></tr>
 </table></div>
-<a name="math.dist.mean"></a><a name="math_toolkit.dist.dist_ref.nmp.mean"></a><h4>
-<a name="id538904"></a>
+<a name="math.dist.mean"></a><a name="math_toolkit.dist.dist_ref.nmp.mean"></a><h5>
+<a name="id572468"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.mean">mean</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">mean</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">mean</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the mean of the distribution <span class="emphasis"><em>dist</em></span>.
@@ -316,24 +315,24 @@
           if the distribution does not have a defined mean (for example the Cauchy
           distribution).
         </p>
-<a name="math.dist.median"></a><a name="math_toolkit.dist.dist_ref.nmp.median"></a><h4>
-<a name="id539079"></a>
+<a name="math.dist.median"></a><a name="math_toolkit.dist.dist_ref.nmp.median"></a><h5>
+<a name="id572641"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.median">median</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">median</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">median</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the median of the distribution <span class="emphasis"><em>dist</em></span>.
         </p>
-<a name="math.dist.mode"></a><a name="math_toolkit.dist.dist_ref.nmp.mode"></a><h4>
-<a name="id539239"></a>
+<a name="math.dist.mode"></a><a name="math_toolkit.dist.dist_ref.nmp.mode"></a><h5>
+<a name="id572800"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.mode">mode</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">mode</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">mode</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the mode of the distribution <span class="emphasis"><em>dist</em></span>.
@@ -342,14 +341,14 @@
           This function may return a domain_error
           if the distribution does not have a defined mode.
         </p>
-<a name="math.dist.pdf"></a><a name="math_toolkit.dist.dist_ref.nmp.probability_density_function"></a><h4>
-<a name="id539407"></a>
+<a name="math.dist.pdf"></a><a name="math_toolkit.dist.dist_ref.nmp.probability_density_function"></a><h5>
+<a name="id572966"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.probability_density_function">Probability
           Density Function</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">pdf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">pdf</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">x</span><span class="special">);</span>
 </pre>
 <p>
           For a continuous function, the probability density function (pdf) returns
@@ -372,30 +371,30 @@
 <p>
           <span class="inlinemediaobject"><img src="../../../../graphs/pdf.png" alt="pdf"></span>
         </p>
-<a name="math.dist.range"></a><a name="math_toolkit.dist.dist_ref.nmp.range"></a><h4>
-<a name="id539653"></a>
+<a name="math.dist.range"></a><a name="math_toolkit.dist.dist_ref.nmp.range"></a><h5>
+<a name="id573210"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.range">range</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">std</span><span class="special">::</span><span class="identifier">pair</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> <span class="identifier">RealType</span><span class="special">&gt;</span> <span class="identifier">range</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">std</span><span class="special">::</span><span class="identifier">pair</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> <span class="identifier">RealType</span><span class="special">&gt;</span> <span class="identifier">range</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the valid range of the random variable over distribution <span class="emphasis"><em>dist</em></span>.
         </p>
-<a name="math.dist.quantile"></a><a name="math_toolkit.dist.dist_ref.nmp.quantile"></a><h4>
-<a name="id539851"></a>
+<a name="math.dist.quantile"></a><a name="math_toolkit.dist.dist_ref.nmp.quantile"></a><h5>
+<a name="id573407"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.quantile">Quantile</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">quantile</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">p</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">quantile</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">,</span> <span class="keyword">const</span> <span class="identifier">RealType</span><span class="special">&amp;</span> <span class="identifier">p</span><span class="special">);</span>
 </pre>
 <p>
           The quantile is best viewed as the inverse of the <a href="nmp.html#math.dist.cdf">Cumulative
           Distribution Function</a>, it returns a value <span class="emphasis"><em>x</em></span>
- such that <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">x</span><span class="special">)</span> <span class="special">==</span>
- <span class="identifier">p</span></tt>.
+ such that <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">x</span><span class="special">)</span> <span class="special">==</span>
+ <span class="identifier">p</span></code>.
         </p>
 <p>
           This is also known as the <span class="emphasis"><em>percent point function</em></span>,
@@ -413,11 +412,11 @@
 <p>
           <span class="inlinemediaobject"><img src="../../../../graphs/quantile.png" alt="quantile"></span>
         </p>
-<a name="math.dist.quantile_c"></a><a name="math_toolkit.dist.dist_ref.nmp.quantile_from_the_complement_of_the_probability_"></a><h4>
-<a name="id540171"></a>
+<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="id573725"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.quantile_from_the_complement_of_the_probability_">Quantile
           from the complement of the probability.</a>
- </h4>
+ </h5>
 <p>
           <a href="../stat_tut/overview.html#complements">complements</a>
         </p>
@@ -439,7 +438,7 @@
 </span><span class="identifier">std</span><span class="special">::</span><span class="identifier">cout</span> <span class="special">&lt;&lt;</span> <span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">norm</span><span class="special">,</span> <span class="number">0.05</span><span class="special">))</span> <span class="special">&lt;&lt;</span> <span class="identifier">std</span><span class="special">::</span><span class="identifier">endl</span><span class="special">;</span>
 </pre>
 <p>
- The function computes a value <span class="emphasis"><em>x</em></span> such that <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">x</span><span class="special">))</span> <span class="special">==</span> <span class="identifier">q</span></tt>
+ The function computes a value <span class="emphasis"><em>x</em></span> such that <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">x</span><span class="special">))</span> <span class="special">==</span> <span class="identifier">q</span></code>
           where <span class="emphasis"><em>q</em></span> is complement of the probability.
         </p>
 <p>
@@ -461,14 +460,14 @@
 <p>
           <span class="inlinemediaobject"><img src="../../../../graphs/survival_inv.png" alt="survival_inv"></span>
         </p>
-<a name="math.dist.sd"></a><a name="math_toolkit.dist.dist_ref.nmp.standard_deviation"></a><h4>
-<a name="id540655"></a>
+<a name="math.dist.sd"></a><a name="math_toolkit.dist.dist_ref.nmp.standard_deviation"></a><h5>
+<a name="id574206"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.standard_deviation">Standard
           Deviation</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">standard_deviation</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">standard_deviation</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the standard deviation of distribution <span class="emphasis"><em>dist</em></span>.
@@ -477,13 +476,13 @@
           This function may return a domain_error
           if the distribution does not have a defined standard deviation.
         </p>
-<a name="math.dist.support"></a><a name="math_toolkit.dist.dist_ref.nmp.support"></a><h4>
-<a name="id540834"></a>
+<a name="math.dist.support"></a><a name="math_toolkit.dist.dist_ref.nmp.support"></a><h5>
+<a name="id574383"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.support">support</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">std</span><span class="special">::</span><span class="identifier">pair</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> <span class="identifier">RealType</span><span class="special">&gt;</span> <span class="identifier">support</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span><span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">std</span><span class="special">::</span><span class="identifier">pair</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> <span class="identifier">RealType</span><span class="special">&gt;</span> <span class="identifier">support</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the supported range of random variable over the distribution <span class="emphasis"><em>dist</em></span>.
@@ -495,13 +494,13 @@
           that has the cdf going from zero to unity. Outside are uninteresting zones
           where the pdf is zero, and the cdf zero or unity.
         </p>
-<a name="math.dist.variance"></a><a name="math_toolkit.dist.dist_ref.nmp.variance"></a><h4>
-<a name="id541048"></a>
+<a name="math.dist.variance"></a><a name="math_toolkit.dist.dist_ref.nmp.variance"></a><h5>
+<a name="id574596"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.variance">Variance</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">variance</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">variance</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the variance of the distribution <span class="emphasis"><em>dist</em></span>.
@@ -510,13 +509,13 @@
           This function may return a domain_error
           if the distribution does not have a defined variance.
         </p>
-<a name="math.dist.skewness"></a><a name="math_toolkit.dist.dist_ref.nmp.skewness"></a><h4>
-<a name="id541224"></a>
+<a name="math.dist.skewness"></a><a name="math_toolkit.dist.dist_ref.nmp.skewness"></a><h5>
+<a name="id574771"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.skewness">Skewness</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">skewness</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">skewness</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the skewness of the distribution <span class="emphasis"><em>dist</em></span>.
@@ -525,13 +524,13 @@
           This function may return a domain_error
           if the distribution does not have a defined skewness.
         </p>
-<a name="math.dist.kurtosis"></a><a name="math_toolkit.dist.dist_ref.nmp.kurtosis"></a><h4>
-<a name="id541401"></a>
+<a name="math.dist.kurtosis"></a><a name="math_toolkit.dist.dist_ref.nmp.kurtosis"></a><h5>
+<a name="id574946"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.kurtosis">Kurtosis</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">kurtosis</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> <span class="keyword">class</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">kurtosis</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the 'proper' kurtosis (normalized fourth moment) of the distribution
@@ -569,14 +568,14 @@
 <p>
           'Proper' kurtosis can have a value from zero to + infinity.
         </p>
-<a name="math.dist.kurtosis_excess"></a><a name="math_toolkit.dist.dist_ref.nmp.kurtosis_excess"></a><h4>
-<a name="id541703"></a>
+<a name="math.dist.kurtosis_excess"></a><a name="math_toolkit.dist.dist_ref.nmp.kurtosis_excess"></a><h5>
+<a name="id575246"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.kurtosis_excess">Kurtosis
           excess</a>
- </h4>
+ </h5>
 <pre class="programlisting">
-<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;</span>
-<span class="identifier">RealType</span> <span class="identifier">kurtosis_excess</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
+<span class="keyword">template</span> <span class="special">&lt;</span><span class="keyword">class</span> <span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;</span>
+<span class="identifier">RealType</span> <span class="identifier">kurtosis_excess</span><span class="special">(</span><span class="keyword">const</span> <span class="emphasis"><em>Distribution-Type</em></span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">,</span> Policy<span class="special">&gt;&amp;</span> <span class="identifier">dist</span><span class="special">);</span>
 </pre>
 <p>
           Returns the kurtosis excess of the distribution <span class="emphasis"><em>dist</em></span>.
@@ -606,47 +605,47 @@
 <p>
           The kurtosis excess of a normal distribution is zero.
         </p>
-<a name="cdfPQ"></a><a name="math_toolkit.dist.dist_ref.nmp.p_and_q"></a><h4>
-<a name="id541968"></a>
+<a name="cdfPQ"></a><a name="math_toolkit.dist.dist_ref.nmp.p_and_q"></a><h5>
+<a name="id575509"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.p_and_q">P and Q</a>
- </h4>
+ </h5>
 <p>
           The terms P and Q are sometimes used to refer to the <a href="nmp.html#math.dist.cdf">Cumulative
           Distribution Function</a> and its complement
           respectively. Lowercase p and q are sometimes used to refer to the values
           returned by these functions.
         </p>
-<a name="percent"></a><a name="math_toolkit.dist.dist_ref.nmp.percent_point_function"></a><h4>
-<a name="id542024"></a>
+<a name="percent"></a><a name="math_toolkit.dist.dist_ref.nmp.percent_point_function"></a><h5>
+<a name="id575564"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.percent_point_function">Percent
           Point Function</a>
- </h4>
+ </h5>
 <p>
           The percent point function, also known as the percentile, is the same as
           the Quantile.
         </p>
-<a name="cdf_inv"></a><a name="math_toolkit.dist.dist_ref.nmp.inverse_cdf_function_"></a><h4>
-<a name="id542070"></a>
+<a name="cdf_inv"></a><a name="math_toolkit.dist.dist_ref.nmp.inverse_cdf_function_"></a><h5>
+<a name="id575607"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.inverse_cdf_function_">Inverse
           CDF Function.</a>
- </h4>
+ </h5>
 <p>
           The inverse of the cumulative distribution function, is the same as the
           <a href="nmp.html#math.dist.quantile">Quantile</a>.
         </p>
-<a name="survival_inv"></a><a name="math_toolkit.dist.dist_ref.nmp.inverse_survival_function_"></a><h4>
-<a name="id542117"></a>
+<a name="survival_inv"></a><a name="math_toolkit.dist.dist_ref.nmp.inverse_survival_function_"></a><h5>
+<a name="id575652"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.inverse_survival_function_">Inverse
           Survival Function.</a>
- </h4>
+ </h5>
 <p>
           The inverse of the survival function, is the same as computing the quantile from the complement of the probability.
         </p>
-<a name="pmf"></a><a name="math_toolkit.dist.dist_ref.nmp.probability_mass_function"></a><h4>
-<a name="id542165"></a>
+<a name="pmf"></a><a name="math_toolkit.dist.dist_ref.nmp.probability_mass_function"></a><h5>
+<a name="id575698"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.probability_mass_function">Probability
           Mass Function</a>
- </h4>
+ </h5>
 <p>
           The Probability Mass Function is the same as the <a href="nmp.html#math.dist.pdf">Probability
           Density Function</a>.
@@ -656,32 +655,32 @@
           the term Probability Density Function
           applies to continuous distributions.
         </p>
-<a name="lower_critical"></a><a name="math_toolkit.dist.dist_ref.nmp.lower_critical_value_"></a><h4>
-<a name="id542227"></a>
+<a name="lower_critical"></a><a name="math_toolkit.dist.dist_ref.nmp.lower_critical_value_"></a><h5>
+<a name="id575757"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.lower_critical_value_">Lower
           Critical Value.</a>
- </h4>
+ </h5>
 <p>
           The lower critical value calculates the value of the random variable given
           the area under the left tail of the distribution. It is equivalent to calculating
           the Quantile.
         </p>
-<a name="upper_critical"></a><a name="math_toolkit.dist.dist_ref.nmp.upper_critical_value_"></a><h4>
-<a name="id542275"></a>
+<a name="upper_critical"></a><a name="math_toolkit.dist.dist_ref.nmp.upper_critical_value_"></a><h5>
+<a name="id575803"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.upper_critical_value_">Upper
           Critical Value.</a>
- </h4>
+ </h5>
 <p>
           The upper critical value calculates the value of the random variable given
           the area under the right tail of the distribution. It is equivalent to
           calculating the <a href="nmp.html#math.dist.quantile_c">quantile from the
           complement of the probability</a>.
         </p>
-<a name="survival"></a><a name="math_toolkit.dist.dist_ref.nmp.survival_function"></a><h4>
-<a name="id542324"></a>
+<a name="survival"></a><a name="math_toolkit.dist.dist_ref.nmp.survival_function"></a><h5>
+<a name="id575849"></a>
           <a href="nmp.html#math_toolkit.dist.dist_ref.nmp.survival_function">Survival
           Function</a>
- </h4>
+ </h5>
 <p>
           Refer to the <a href="nmp.html#math.dist.ccdf">Complement of the Cumulative
           Distribution Function</a>.

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,14 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Extras/Future Directions</title>
+<title>Extras/Future Directions</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../dist.html" title=" Statistical Distributions and Functions">
-<link rel="prev" href="dist_ref/dist_algorithms.html" title=" Distribution
- Algorithms">
-<link rel="next" href="../special.html" title=" Special Functions">
+<link rel="up" href="../dist.html" title="Statistical Distributions and Functions">
+<link rel="prev" href="dist_ref/dist_algorithms.html" title="Distribution Algorithms">
+<link rel="next" href="../special.html" title="Special Functions">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -25,12 +24,13 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.dist.future"></a> Extras/Future Directions</h3></div></div></div>
-<a name="math_toolkit.dist.future.adding_additional_location_and_scale_parameters"></a><h4>
-<a name="id583194"></a>
+<a name="math_toolkit.dist.future"></a> Extras/Future Directions
+</h3></div></div></div>
+<a name="math_toolkit.dist.future.adding_additional_location_and_scale_parameters"></a><h5>
+<a name="id616442"></a>
         <a href="future.html#math_toolkit.dist.future.adding_additional_location_and_scale_parameters">Adding
         Additional Location and Scale Parameters</a>
- </h4>
+ </h5>
 <p>
         In some modelling applications we require a distribution with a specific
         location and scale: often this equates to a specific mean and standard deviation,
@@ -55,11 +55,11 @@
         Which would then have its own set of overloads for the non-member accessor
         functions.
       </p>
-<a name="math_toolkit.dist.future.an__quot_any_distribution_quot__class"></a><h4>
-<a name="id583426"></a>
+<a name="math_toolkit.dist.future.an__quot_any_distribution_quot__class"></a><h5>
+<a name="id616670"></a>
         <a href="future.html#math_toolkit.dist.future.an__quot_any_distribution_quot__class">An
         "any_distribution" class</a>
- </h4>
+ </h5>
 <p>
         It would be fairly trivial to add a distribution object that virtualises
         the actual type of the distribution, and can therefore hold "any"
@@ -85,11 +85,11 @@
         use case though. Possibly tests for goodness of fit might provide such a
         use case: this needs more investigation.
       </p>
-<a name="math_toolkit.dist.future.higher_level_hypothesis_tests"></a><h4>
-<a name="id583726"></a>
+<a name="math_toolkit.dist.future.higher_level_hypothesis_tests"></a><h5>
+<a name="id616968"></a>
         <a href="future.html#math_toolkit.dist.future.higher_level_hypothesis_tests">Higher
         Level Hypothesis Tests</a>
- </h4>
+ </h5>
 <p>
         Higher-level tests roughly corresponding to the <a href="http://documents.wolfram.com/mathematica/Add-onsLinks/StandardPackages/Statistics/HypothesisTests.html" target="_top">Mathematica
         Hypothesis Tests</a> package could be added reasonably easily, for example:
@@ -106,11 +106,11 @@
         Returns the probability that the data in the sequence [a,b) has the mean
         <span class="emphasis"><em>expected_mean</em></span>.
       </p>
-<a name="math_toolkit.dist.future.integration_with_statistical_accumulators"></a><h4>
-<a name="id583960"></a>
+<a name="math_toolkit.dist.future.integration_with_statistical_accumulators"></a><h5>
+<a name="id617201"></a>
         <a href="future.html#math_toolkit.dist.future.integration_with_statistical_accumulators">Integration
         With Statistical Accumulators</a>
- </h4>
+ </h5>
 <p>
         <a href="http://boost-sandbox.sourceforge.net/libs/accumulators/doc/html/index.html" target="_top">Eric
         Niebler's accumulator framework</a> - also work in progress - provides

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,14 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Statistical Distributions
- Tutorial</title>
+<title>Statistical Distributions Tutorial</title>
 <link rel="stylesheet" href="../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../index.html" title="Math Toolkit">
-<link rel="up" href="../dist.html" title=" Statistical Distributions and Functions">
-<link rel="prev" href="../dist.html" title=" Statistical Distributions and Functions">
-<link rel="next" href="stat_tut/overview.html" title=" Overview">
+<link rel="up" href="../dist.html" title="Statistical Distributions and Functions">
+<link rel="prev" href="../dist.html" title="Statistical Distributions and Functions">
+<link rel="next" href="stat_tut/overview.html" title="Overview">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -25,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h3 class="title">
-<a name="math_toolkit.dist.stat_tut"></a><a href="stat_tut.html" title=" Statistical Distributions
- Tutorial"> Statistical Distributions
- Tutorial</a></h3></div></div></div>
+<a name="math_toolkit.dist.stat_tut"></a><a href="stat_tut.html" title="Statistical Distributions Tutorial"> Statistical Distributions
+ Tutorial</a>
+</h3></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"> Overview</span></dt>
 <dt><span class="section"> Worked Examples</span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Discrete Probability
- Distributions</title>
+<title>Discrete Probability Distributions</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../stat_tut.html" title=" Statistical Distributions
- Tutorial">
-<link rel="prev" href="variates.html" title=" Random Variates
- and Distribution Parameters">
-<link rel="next" href="../dist_ref.html" title=" Statistical Distributions
- Reference">
+<link rel="up" href="../stat_tut.html" title="Statistical Distributions Tutorial">
+<link rel="prev" href="variates.html" title="Random Variates and Distribution Parameters">
+<link rel="next" href="../dist_ref.html" title="Statistical Distributions Reference">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </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 href="dist_params.html" title=" Discrete Probability
- Distributions"> Discrete Probability
- Distributions</a></h4></div></div></div>
+<a name="math_toolkit.dist.stat_tut.dist_params"></a><a href="dist_params.html" title="Discrete Probability Distributions"> Discrete Probability
+ Distributions</a>
+</h4></div></div></div>
 <p>
           Note that the <a href="http://en.wikipedia.org/wiki/Discrete_probability_distribution" target="_top">discrete
           distributions</a>, including the binomial, negative binomial, Poisson
@@ -63,7 +59,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
             The quantile function of a discrete distribution will by default return
             an integer result that has been <span class="emphasis"><em>rounded outwards</em></span>.
@@ -76,12 +72,10 @@
           </p>
 <p>
             This behaviour can be changed so that the quantile functions are rounded
- differently, or even return a real-valued result using Policies.
- It is strongly recommended that you read the tutorial <a href="../../policy/pol_tutorial/understand_dis_quant.html" title="
- Understanding Quantiles of Discrete Distributions">Understanding
+ differently, or even return a real-valued result using Policies.
+ It is strongly recommended that you read the tutorial <a 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 a discrete distribution. The <a href="../../policy/pol_ref/discrete_quant_ref.html" title=" Discrete
- Quantile Policies">reference
+ function on a discrete distribution. The <a 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.
           </p>
 </td></tr>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Overview</title>
+<title>Overview</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../stat_tut.html" title=" Statistical Distributions
- Tutorial">
-<link rel="prev" href="../stat_tut.html" title=" Statistical Distributions
- Tutorial">
-<link rel="next" href="weg.html" title=" Worked Examples">
+<link rel="up" href="../stat_tut.html" title="Statistical Distributions Tutorial">
+<link rel="prev" href="../stat_tut.html" title="Statistical Distributions Tutorial">
+<link rel="next" href="weg.html" title="Worked Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,12 +24,13 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.overview"></a> Overview</h4></div></div></div>
-<a name="math_toolkit.dist.stat_tut.overview.headers_and_namespaces"></a><h4>
-<a name="id462425"></a>
+<a name="math_toolkit.dist.stat_tut.overview"></a> Overview
+</h4></div></div></div>
+<a name="math_toolkit.dist.stat_tut.overview.headers_and_namespaces"></a><h5>
+<a name="id496276"></a>
           <a href="overview.html#math_toolkit.dist.stat_tut.overview.headers_and_namespaces">Headers
           and Namespaces</a>
- </h4>
+ </h5>
 <p>
           All the code in this library is inside namespace boost::math.
         </p>
@@ -44,16 +43,16 @@
           For example, to use the Students-t distribution include either &lt;boost/math/distributions/students_t.hpp&gt;
           or &lt;boost/math/distributions.hpp&gt;
         </p>
-<a name="math_toolkit.dist.stat_tut.overview.distributions_are_objects"></a><h4>
-<a name="id462480"></a>
+<a name="math_toolkit.dist.stat_tut.overview.distributions_are_objects"></a><h5>
+<a name="id496328"></a>
           <a href="overview.html#math_toolkit.dist.stat_tut.overview.distributions_are_objects">Distributions
           are Objects</a>
- </h4>
+ </h5>
 <p>
           Each kind of distribution in this library is a class type.
         </p>
 <p>
- Policies provide fine-grained
+ Policies provide fine-grained
           control of the behaviour of these classes, allowing the user to customise
           behaviour such as how errors are handled, or how the quantiles of discrete
           distribtions behave.
@@ -63,10 +62,9 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Tip]" src="../../../../../../../../doc/html/images/tip.png"></td>
 <th align="left">Tip</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
             If you are familiar with statistics libraries using functions, and 'Distributions
- as Objects' seem alien, see <a href="weg/nag_library.html" title=" Comparison
- with C, R, FORTRAN-style Free Functions">the
+ as Objects' seem alien, see <a href="weg/nag_library.html" title="Comparison with C, R, FORTRAN-style Free Functions">the
             comparison to other statistics libraries.</a>
           </p></td></tr>
 </table></div>
@@ -92,8 +90,8 @@
           are typedefs on type <span class="emphasis"><em>double</em></span> that mostly take the usual
           name of the distribution (except where there is a clash with a function
           of the same name: beta and gamma, in which case using the default template
- arguments - <tt class="computeroutput"><span class="identifier">RealType</span> <span class="special">=</span>
- <span class="keyword">double</span></tt> - is nearly as convenient).
+ arguments - <code class="computeroutput"><span class="identifier">RealType</span> <span class="special">=</span>
+ <span class="keyword">double</span></code> - is nearly as convenient).
           Probably 95% of uses are covered by these typedefs:
         </p>
 <pre class="programlisting">
@@ -107,12 +105,10 @@
 </span><span class="identifier">beta_distribution</span><span class="special">&lt;&gt;</span> <span class="identifier">d2</span><span class="special">(</span><span class="number">10</span><span class="special">,</span> <span class="number">20</span><span class="special">);</span> <span class="comment">// Note: _distribution&lt;&gt; suffix !
 </span></pre>
 <p>
- If you need to use the distributions with a type other than <tt class="computeroutput"><span class="keyword">double</span></tt>, then you can instantiate the template
- directly: the names of the templates are the same as the <tt class="computeroutput"><span class="keyword">double</span></tt> typedef but with <tt class="computeroutput"><span class="identifier">_distribution</span></tt>
- appended, for example: <a href="../dist_ref/dists/students_t_dist.html" title="
- Students t Distribution">Students
- t Distribution</a> or <a href="../dist_ref/dists/binomial_dist.html" title="
- Binomial Distribution">Binomial
+ If you need to use the distributions with a type other than <code class="computeroutput"><span class="keyword">double</span></code>, then you can instantiate the template
+ directly: the names of the templates are the same as the <code class="computeroutput"><span class="keyword">double</span></code> typedef but with <code class="computeroutput"><span class="identifier">_distribution</span></code>
+ appended, for example: <a href="../dist_ref/dists/students_t_dist.html" title="Students t Distribution">Students
+ t Distribution</a> or <a href="../dist_ref/dists/binomial_dist.html" title="Binomial Distribution">Binomial
           Distribution</a>:
         </p>
 <pre class="programlisting">
@@ -137,11 +133,11 @@
           is to be able to calculate the <span class="emphasis"><em>cumulative distribution functions</em></span>
           and <span class="emphasis"><em>quantiles</em></span> etc for these distributions.
         </p>
-<a name="math_toolkit.dist.stat_tut.overview.generic_operations_common_to_all_distributions_are_non_member_functions"></a><h4>
-<a name="id463020"></a>
+<a name="math_toolkit.dist.stat_tut.overview.generic_operations_common_to_all_distributions_are_non_member_functions"></a><h5>
+<a name="id496865"></a>
           <a href="overview.html#math_toolkit.dist.stat_tut.overview.generic_operations_common_to_all_distributions_are_non_member_functions">Generic
           operations common to all distributions are non-member functions</a>
- </h4>
+ </h5>
 <p>
           Want to calculate the PDF (Probability Density Function) of a distribution?
           No problem, just use:
@@ -175,11 +171,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Tip]" src="../../../../../../../../doc/html/images/tip.png"></td>
 <th align="left">Tip</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
           </p>
 <p>
- <span class="bold"><b>Random numbers that approximate Quantiles of Distributions</b></span>
+ <span class="bold"><strong>Random numbers that approximate Quantiles of Distributions</strong></span>
           </p>
 <p>
             If you want random numbers that are distributed in a specific way, for
@@ -198,12 +194,12 @@
           of trials) and p (the probability of success on one trial).
         </p>
 <p>
- The <tt class="computeroutput"><span class="identifier">binomial_distribution</span></tt>
+ The <code class="computeroutput"><span class="identifier">binomial_distribution</span></code>
           constructor therefore has two parameters:
         </p>
 <p>
- <tt class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">n</span><span class="special">,</span> <span class="identifier">RealType</span>
- <span class="identifier">p</span><span class="special">);</span></tt>
+ <code class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">n</span><span class="special">,</span> <span class="identifier">RealType</span>
+ <span class="identifier">p</span><span class="special">);</span></code>
         </p>
 <p>
           For this distribution the random variate is k: the number of successes
@@ -215,11 +211,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
           </p>
 <p>
- <span class="bold"><b>Random Variates and Distribution Parameters</b></span>
+ <span class="bold"><strong>Random Variates and Distribution Parameters</strong></span>
           </p>
 <p>
             <a href="http://en.wikipedia.org/wiki/Random_variate" target="_top">Random variates</a>
@@ -232,12 +228,12 @@
 </td></tr>
 </table></div>
 <p>
- As noted above the non-member function <tt class="computeroutput"><span class="identifier">pdf</span></tt>
+ As noted above the non-member function <code class="computeroutput"><span class="identifier">pdf</span></code>
           has one parameter for the distribution object, and a second for the random
           variate. So taking our binomial distribution example, we would write:
         </p>
 <p>
- <tt class="computeroutput"><span class="identifier">pdf</span><span class="special">(</span><span class="identifier">binomial_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="identifier">n</span><span class="special">,</span> <span class="identifier">p</span><span class="special">),</span> <span class="identifier">k</span><span class="special">);</span></tt>
+ <code class="computeroutput"><span class="identifier">pdf</span><span class="special">(</span><span class="identifier">binomial_distribution</span><span class="special">&lt;</span><span class="identifier">RealType</span><span class="special">&gt;(</span><span class="identifier">n</span><span class="special">,</span> <span class="identifier">p</span><span class="special">),</span> <span class="identifier">k</span><span class="special">);</span></code>
         </p>
 <p>
           The distribution (effectively the random variate) is said to be 'supported'
@@ -249,32 +245,32 @@
           the pdf is zero, and the cdf zero or unity. Mathematically, the functions
           may make sense with an (+ or -) infinite value, but except for a few special
           cases (in the Normal and Cauchy distributions) this implementation limits
- random variates to finite values from the <tt class="computeroutput"><span class="identifier">max</span></tt>
- to <tt class="computeroutput"><span class="identifier">min</span></tt> for the <tt class="computeroutput"><span class="identifier">RealType</span></tt>. (See <a href="../../backgrounders/implementation.html#math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity">Handling
+ random variates to finite values from the <code class="computeroutput"><span class="identifier">max</span></code>
+ to <code class="computeroutput"><span class="identifier">min</span></code> for the <code class="computeroutput"><span class="identifier">RealType</span></code>. (See <a href="../../backgrounders/implementation.html#math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity">Handling
           of Floating-Point Infinity</a> for rationale).
         </p>
 <p>
           The range of random variate values that is permitted and supported can
- be tested by using two functions <tt class="computeroutput"><span class="identifier">range</span></tt>
- and <tt class="computeroutput"><span class="identifier">support</span></tt>.
+ be tested by using two functions <code class="computeroutput"><span class="identifier">range</span></code>
+ and <code class="computeroutput"><span class="identifier">support</span></code>.
         </p>
 <div class="note"><table border="0" summary="Note">
 <tr>
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
           </p>
 <p>
- <span class="bold"><b>Discrete Probability Distributions</b></span>
+ <span class="bold"><strong>Discrete Probability Distributions</strong></span>
           </p>
 <p>
             Note that the <a href="http://en.wikipedia.org/wiki/Discrete_probability_distribution" target="_top">discrete
             distributions</a>, including the binomial, negative binomial, Poisson
             &amp; Bernoulli, are all mathematically defined as discrete functions:
- that is to say the functions <tt class="computeroutput"><span class="identifier">cdf</span></tt>
- and <tt class="computeroutput"><span class="identifier">pdf</span></tt> are only defined
+ that is to say the functions <code class="computeroutput"><span class="identifier">cdf</span></code>
+ and <code class="computeroutput"><span class="identifier">pdf</span></code> are only defined
             for integral values of the random variate.
           </p>
 <p>
@@ -283,7 +279,7 @@
             and permit non-integral values of their parameters.
           </p>
 <p>
- Users wanting to enforce a strict mathematical model may use <tt class="computeroutput"><span class="identifier">floor</span></tt> or <tt class="computeroutput"><span class="identifier">ceil</span></tt>
+ Users wanting to enforce a strict mathematical model may use <code class="computeroutput"><span class="identifier">floor</span></code> or <code class="computeroutput"><span class="identifier">ceil</span></code>
             functions on the random variate prior to calling the distribution function.
           </p>
 <p>
@@ -299,12 +295,10 @@
           </p>
 <p>
             This behaviour can be changed so that the quantile functions are rounded
- differently, or return a real-valued result using Policies.
- It is strongly recommended that you read the tutorial <a href="../../policy/pol_tutorial/understand_dis_quant.html" title="
- Understanding Quantiles of Discrete Distributions">Understanding
+ differently, or return a real-valued result using Policies.
+ It is strongly recommended that you read the tutorial <a 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 a discrete distribtion. The <a href="../../policy/pol_ref/discrete_quant_ref.html" title=" Discrete
- Quantile Policies">reference
+ function on a discrete distribtion. The <a 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.
           </p>
 <p>
@@ -318,18 +312,18 @@
 </table></div>
 <a name="complements"></a><p>
         </p>
-<a name="math_toolkit.dist.stat_tut.overview.complements_are_supported_too"></a><h4>
-<a name="id463776"></a>
+<a name="math_toolkit.dist.stat_tut.overview.complements_are_supported_too"></a><h5>
+<a name="id497594"></a>
           <a href="overview.html#math_toolkit.dist.stat_tut.overview.complements_are_supported_too">Complements
           are supported too</a>
- </h4>
+ </h5>
 <p>
           Often you don't want the value of the CDF, but its complement, which is
- to say <tt class="computeroutput"><span class="number">1</span><span class="special">-</span><span class="identifier">p</span></tt> rather than <tt class="computeroutput"><span class="identifier">p</span></tt>.
- You could calculate the CDF and subtract it from <tt class="computeroutput"><span class="number">1</span></tt>,
- but if <tt class="computeroutput"><span class="identifier">p</span></tt> is very close
- to <tt class="computeroutput"><span class="number">1</span></tt> then cancellation error
- will cause you to lose significant digits. In extreme cases, <tt class="computeroutput"><span class="identifier">p</span></tt> may actually be equal to <tt class="computeroutput"><span class="number">1</span></tt>, even though the true value of the complement
+ to say <code class="computeroutput"><span class="number">1</span><span class="special">-</span><span class="identifier">p</span></code> rather than <code class="computeroutput"><span class="identifier">p</span></code>.
+ You could calculate the CDF and subtract it from <code class="computeroutput"><span class="number">1</span></code>,
+ but if <code class="computeroutput"><span class="identifier">p</span></code> is very close
+ to <code class="computeroutput"><span class="number">1</span></code> then cancellation error
+ will cause you to lose significant digits. In extreme cases, <code class="computeroutput"><span class="identifier">p</span></code> may actually be equal to <code class="computeroutput"><span class="number">1</span></code>, even though the true value of the complement
           is non-zero.
         </p>
 <p>
@@ -337,7 +331,7 @@
         </p>
 <p>
           In this library, whenever you want to receive a complement, just wrap all
- the function arguments in a call to <tt class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></tt>, for example:
+ the function arguments in a call to <code class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></code>, for example:
         </p>
 <pre class="programlisting">
 <span class="identifier">students_t</span> <span class="identifier">dist</span><span class="special">(</span><span class="number">5</span><span class="special">);</span>
@@ -347,7 +341,7 @@
 <p>
           But wait, now that we have a complement, we have to be able to use it as
           well. Any function that accepts a probability as an argument can also accept
- a complement by wrapping all of its arguments in a call to <tt class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></tt>,
+ a complement by wrapping all of its arguments in a call to <code class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></code>,
           for example:
         </p>
 <pre class="programlisting">
@@ -367,11 +361,11 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Tip]" src="../../../../../../../../doc/html/images/tip.png"></td>
 <th align="left">Tip</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
           </p>
 <p>
- <span class="bold"><b>Critical values are just quantiles</b></span>
+ <span class="bold"><strong>Critical values are just quantiles</strong></span>
           </p>
 <p>
             Some texts talk about quantiles, others about critical values, the basic
@@ -390,13 +384,13 @@
             critical value</em></span> for a probability of 0.05 is given by:
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="number">100</span><span class="special">,</span> <span class="number">0.1</span><span class="special">),</span> <span class="number">0.05</span><span class="special">)</span></tt>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="number">100</span><span class="special">,</span> <span class="number">0.1</span><span class="special">),</span> <span class="number">0.05</span><span class="special">)</span></code>
           </p>
 <p>
             and the <span class="emphasis"><em>upper critical value</em></span> is given by:
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="number">100</span><span class="special">,</span> <span class="number">0.1</span><span class="special">),</span> <span class="number">0.05</span><span class="special">))</span></tt>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">binomial</span><span class="special">(</span><span class="number">100</span><span class="special">,</span> <span class="number">0.1</span><span class="special">),</span> <span class="number">0.05</span><span class="special">))</span></code>
           </p>
 <p>
             which return 4.82 and 14.63 respectively.
@@ -410,20 +404,20 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Tip]" src="../../../../../../../../doc/html/images/tip.png"></td>
 <th align="left">Tip</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
           </p>
 <p>
- <span class="bold"><b>Why bother with complements anyway?</b></span>
+ <span class="bold"><strong>Why bother with complements anyway?</strong></span>
           </p>
 <p>
             It's very tempting to dispense with complements, and simply subtract
             the probability from 1 when required. However, consider what happens
             when the probability is very close to 1: let's say the probability expressed
- at float precision is <tt class="computeroutput"><span class="number">0.999999940f</span></tt>,
- then <tt class="computeroutput"><span class="number">1</span> <span class="special">-</span>
+ at float precision is <code class="computeroutput"><span class="number">0.999999940f</span></code>,
+ then <code class="computeroutput"><span class="number">1</span> <span class="special">-</span>
             <span class="number">0.999999940f</span> <span class="special">=</span>
- <span class="number">5.96046448e-008</span></tt>, but the result
+ <span class="number">5.96046448e-008</span></code>, but the result
             is actually accurate to just <span class="emphasis"><em>one single bit</em></span>: the
             only bit that didn't cancel out!
           </p>
@@ -435,31 +429,31 @@
             the quantile from the complement neatly solves the problem, so for example:
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">students_t</span><span class="special">(</span><span class="number">10000</span><span class="special">),</span> <span class="number">1e-9</span><span class="special">))</span></tt>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">students_t</span><span class="special">(</span><span class="number">10000</span><span class="special">),</span> <span class="number">1e-9</span><span class="special">))</span></code>
           </p>
 <p>
- returns the expected t-statistic <tt class="computeroutput"><span class="number">6.00336</span></tt>,
+ returns the expected t-statistic <code class="computeroutput"><span class="number">6.00336</span></code>,
             where as:
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">students_t</span><span class="special">(</span><span class="number">10000</span><span class="special">),</span> <span class="number">1</span><span class="special">-</span><span class="number">1e-9f</span><span class="special">)</span></tt>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">students_t</span><span class="special">(</span><span class="number">10000</span><span class="special">),</span> <span class="number">1</span><span class="special">-</span><span class="number">1e-9f</span><span class="special">)</span></code>
           </p>
 <p>
             raises an overflow error, since it is the same as:
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">students_t</span><span class="special">(</span><span class="number">10000</span><span class="special">),</span> <span class="number">1</span><span class="special">)</span></tt>
+ <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">students_t</span><span class="special">(</span><span class="number">10000</span><span class="special">),</span> <span class="number">1</span><span class="special">)</span></code>
           </p>
 <p>
             Which has no finite result.
           </p>
 </td></tr>
 </table></div>
-<a name="math_toolkit.dist.stat_tut.overview.parameters_can_be_calculated"></a><h4>
-<a name="id464962"></a>
+<a name="math_toolkit.dist.stat_tut.overview.parameters_can_be_calculated"></a><h5>
+<a name="id498776"></a>
           <a href="overview.html#math_toolkit.dist.stat_tut.overview.parameters_can_be_calculated">Parameters
           can be calculated</a>
- </h4>
+ </h5>
 <p>
           Sometimes it's the parameters that define the distribution that you need
           to find. Suppose, for example, you have conducted a Students-t test for
@@ -487,10 +481,10 @@
           of course, that the sample mean and standard deviation are invariant with
           sample size.
         </p>
-<a name="math_toolkit.dist.stat_tut.overview.summary"></a><h4>
-<a name="id465106"></a>
+<a name="math_toolkit.dist.stat_tut.overview.summary"></a><h5>
+<a name="id498929"></a>
           <a href="overview.html#math_toolkit.dist.stat_tut.overview.summary">Summary</a>
- </h4>
+ </h5>
 <div class="itemizedlist"><ul type="disc">
 <li>
             Distributions are objects, which are constructed from whatever parameters
@@ -505,11 +499,11 @@
           </li>
 <li>
             Complements of probabilities are calculated by wrapping the function's
- arguments in a call to <tt class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></tt>.
+ arguments in a call to <code class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></code>.
           </li>
 <li>
             Functions that accept a probability can accept a complement of the probability
- as well, by wrapping the function's arguments in a call to <tt class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></tt>.
+ as well, by wrapping the function's arguments in a call to <code class="computeroutput"><span class="identifier">complement</span><span class="special">(...)</span></code>.
           </li>
 <li>
             Static member functions allow the parameters of a distribution to be

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Random Variates
- and Distribution Parameters</title>
+<title>Random Variates and Distribution Parameters</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../stat_tut.html" title=" Statistical Distributions
- Tutorial">
-<link rel="prev" href="weg/nag_library.html" title=" Comparison
- with C, R, FORTRAN-style Free Functions">
-<link rel="next" href="dist_params.html" title=" Discrete Probability
- Distributions">
+<link rel="up" href="../stat_tut.html" title="Statistical Distributions Tutorial">
+<link rel="prev" href="weg/nag_library.html" title="Comparison with C, R, FORTRAN-style Free Functions">
+<link rel="next" href="dist_params.html" title="Discrete Probability Distributions">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.variates"></a><a href="variates.html" title=" Random Variates
- and Distribution Parameters"> Random Variates
- and Distribution Parameters</a></h4></div></div></div>
+<a name="math_toolkit.dist.stat_tut.variates"></a><a href="variates.html" title="Random Variates and Distribution Parameters"> Random Variates
+ and Distribution Parameters</a>
+</h4></div></div></div>
 <p>
           <a href="http://en.wikipedia.org/wiki/Random_variate" target="_top">Random variates</a>
           and distribution parameters
@@ -47,14 +43,14 @@
           n, p)</em></span>.
         </p>
 <p>
- Translating this into code the <tt class="computeroutput"><span class="identifier">binomial_distribution</span></tt>
+ Translating this into code the <code class="computeroutput"><span class="identifier">binomial_distribution</span></code>
           constructor therefore has two parameters:
         </p>
 <pre class="programlisting">
 <span class="identifier">binomial_distribution</span><span class="special">(</span><span class="identifier">RealType</span> <span class="identifier">n</span><span class="special">,</span> <span class="identifier">RealType</span> <span class="identifier">p</span><span class="special">);</span>
 </pre>
 <p>
- While the function <tt class="computeroutput"><span class="identifier">pdf</span></tt>
+ While the function <code class="computeroutput"><span class="identifier">pdf</span></code>
           has one argument specifying the distribution type (which includes it's
           parameters, if any), and a second argument for the random variate. So taking
           our binomial distribution example, we would write:

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Worked Examples</title>
+<title>Worked Examples</title>
 <link rel="stylesheet" href="../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../index.html" title="Math Toolkit">
-<link rel="up" href="../stat_tut.html" title=" Statistical Distributions
- Tutorial">
-<link rel="prev" href="overview.html" title=" Overview">
-<link rel="next" href="weg/dist_construct_eg.html" title="
- Distribution Construction Example">
+<link rel="up" href="../stat_tut.html" title="Statistical Distributions Tutorial">
+<link rel="prev" href="overview.html" title="Overview">
+<link rel="next" href="weg/dist_construct_eg.html" title="Distribution Construction Example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,7 +24,8 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h4 class="title">
-<a name="math_toolkit.dist.stat_tut.weg"></a> Worked Examples</h4></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg"></a> Worked Examples
+</h4></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="weg/dist_construct_eg.html">
           Distribution Construction Example</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Binomial
- Distribution Examples</title>
+<title>Binomial Distribution Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="f_eg.html" title=" F Distribution
- Examples">
-<link rel="next" href="binom_eg/binomial_coinflip_example.html" title="
- Binomial Coin-Flipping Example">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="f_eg.html" title="F Distribution Examples">
+<link rel="next" href="binom_eg/binomial_coinflip_example.html" title="Binomial Coin-Flipping Example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="binom_eg.html" title=" Binomial
- Distribution Examples"> Binomial
- Distribution Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg"></a><a href="binom_eg.html" title="Binomial Distribution Examples"> Binomial
+ Distribution Examples</a>
+</h5></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="binom_eg/binomial_coinflip_example.html">
             Binomial Coin-Flipping Example</a></span></dt>
@@ -42,8 +39,7 @@
             Estimating Sample Sizes for a Binomial Distribution.</a></span></dt>
 </dl></div>
 <p>
- See also the reference documentation for the <a href="../../dist_ref/dists/binomial_dist.html" title="
- Binomial Distribution">Binomial
+ See also the reference documentation for the <a href="../../dist_ref/dists/binomial_dist.html" title="Binomial Distribution">Binomial
             Distribution</a>.
           </p>
 </div>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution</title>
+<title>Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../binom_eg.html" title=" Binomial
- Distribution Examples">
-<link rel="prev" href="binomial_quiz_example.html" title="
- Binomial Quiz Example">
-<link rel="next" href="binom_size_eg.html" title="
- Estimating Sample Sizes for a Binomial Distribution.">
+<link rel="up" href="../binom_eg.html" title="Binomial Distribution Examples">
+<link rel="prev" href="binomial_quiz_example.html" title="Binomial Quiz Example">
+<link rel="next" href="binom_size_eg.html" title="Estimating Sample Sizes for a Binomial Distribution.">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,11 +24,10 @@
 </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 href="binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution">
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_conf"></a><a 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>
+ Distribution</a>
+</h6></div></div></div>
 <p>
               Imagine you have a process that follows a binomial distribution: for
               each trial conducted, an event either occurs or does it does not, referred
@@ -43,8 +37,8 @@
               for <span class="emphasis"><em>k</em></span> successes out of <span class="emphasis"><em>N</em></span>
               trials. However our confidence in that estimate will be shaped by how
               many trials were conducted, and how many successes were observed. The
- static member functions <tt class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_lower_bound_on_p</span></tt>
- and <tt class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_upper_bound_on_p</span></tt>
+ static member functions <code class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_lower_bound_on_p</span></code>
+ and <code class="computeroutput"><span class="identifier">binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_upper_bound_on_p</span></code>
               allow you to calculate the confidence intervals for your estimate of
               the occurrence frequency.
             </p>
@@ -101,8 +95,8 @@
 </pre>
 <p>
               And now for the important part - the intervals themselves - for each
- value of <span class="emphasis"><em>alpha</em></span>, we call <tt class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></tt>
- and <tt class="computeroutput"><span class="identifier">find_lower_upper_on_p</span></tt>
+ value of <span class="emphasis"><em>alpha</em></span>, we call <code class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></code>
+ and <code class="computeroutput"><span class="identifier">find_lower_upper_on_p</span></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.
@@ -123,8 +117,8 @@
                 The risk that it is greater than the upper bound is also &#945;.
               </li></ul></div>
 <p>
- So the risk it is outside <span class="bold"><b>upper or lower bound</b></span>,
- is <span class="bold"><b>twice</b></span> alpha, and the probability
+ So the risk it is outside <span class="bold"><strong>upper or lower bound</strong></span>,
+ is <span class="bold"><strong>twice</strong></span> alpha, and the probability
               that it is inside the bounds is therefore not nearly as high as one
               might have thought. This is why &#945;/2 must be used in the calculations
               below.
@@ -133,11 +127,11 @@
               In contrast, had we been calculating a single-sided interval, for example:
               <span class="emphasis"><em>"Calculate a lower bound so that we are P% sure that
               the true occurrence frequency is greater than some value"</em></span>
- then we would <span class="bold"><b>not</b></span> have divided by
+ then we would <span class="bold"><strong>not</strong></span> have divided by
               two.
             </p>
 <p>
- Finally note that <tt class="computeroutput"><span class="identifier">binomial_distribution</span></tt>
+ Finally note that <code class="computeroutput"><span class="identifier">binomial_distribution</span></code>
               provides a choice of two methods for the calculation, we print out
               the results from both methods in this example:
             </p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Estimating Sample Sizes for a Binomial Distribution.</title>
+<title>Estimating Sample Sizes for a Binomial Distribution.</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../binom_eg.html" title=" Binomial
- Distribution Examples">
-<link rel="prev" href="binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution">
-<link rel="next" href="../neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples">
+<link rel="up" href="../binom_eg.html" title="Binomial Distribution Examples">
+<link rel="prev" href="binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">
+<link rel="next" href="../neg_binom_eg.html" title="Negative Binomial Distribution Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_size_eg"></a><a 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>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binom_size_eg"></a><a 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>
 <p>
               Imagine you have a critical component that you know will fail in 1
               in N "uses" (for some suitable definition of "use").
@@ -39,7 +34,7 @@
               its chance of failure between routine replacements is less than P%.
               If the failures follow a binomial distribution (each time the component
               is "used" it either fails or does not) then the static member
- function <tt class="computeroutput"><span class="identifier">binomial_distibution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_maximum_number_of_trials</span></tt>
+ function <code class="computeroutput"><span class="identifier">binomial_distibution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_maximum_number_of_trials</span></code>
               can be used to estimate the maximum number of "uses" of that
               component for some acceptable risk level <span class="emphasis"><em>alpha</em></span>.
             </p>
@@ -87,7 +82,7 @@
               we'll err on the safe side and take the floor of the result. Had we
               been calculating the <span class="emphasis"><em>minimum</em></span> number of trials
               required to observe a certain number of <span class="emphasis"><em>successes</em></span>
- using <tt class="computeroutput"><span class="identifier">find_minimum_number_of_trials</span></tt>
+ using <code class="computeroutput"><span class="identifier">find_minimum_number_of_trials</span></code>
               we would have taken the ceiling instead.
             </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Binomial Coin-Flipping Example</title>
+<title>Binomial Coin-Flipping Example</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../binom_eg.html" title=" Binomial
- Distribution Examples">
-<link rel="prev" href="../binom_eg.html" title=" Binomial
- Distribution Examples">
-<link rel="next" href="binomial_quiz_example.html" title="
- Binomial Quiz Example">
+<link rel="up" href="../binom_eg.html" title="Binomial Distribution Examples">
+<link rel="prev" href="../binom_eg.html" title="Binomial Distribution Examples">
+<link rel="next" href="binomial_quiz_example.html" title="Binomial Quiz Example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_coinflip_example"></a><a href="binomial_coinflip_example.html" title="
- Binomial Coin-Flipping Example">
- Binomial Coin-Flipping Example</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_coinflip_example"></a><a href="binomial_coinflip_example.html" title="Binomial Coin-Flipping Example">
+ Binomial Coin-Flipping Example</a>
+</h6></div></div></div>
 <p>
               </p>
 <p>
@@ -217,7 +213,7 @@
               </p>
 <p>
                 Since the subtraction may involve <a href="http://docs.sun.com/source/806-3568/ncg_goldberg.html" target="_top">cancellation
- error</a>, where as <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">flip</span><span class="special">,</span> <span class="number">8</span><span class="special">))</span></tt> does not use such a subtraction
+ error</a>, where as <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">flip</span><span class="special">,</span> <span class="number">8</span><span class="special">))</span></code> does not use such a subtraction
                 internally, and so does not exhibit the problem.
               </p>
 <p>
@@ -378,7 +374,7 @@
 Probability of between 4 and 6 heads (4 or 5 or 6) is 0.6563
 Probability of between 3 and 7 heads (3, 4, 5, 6 or 7) is 0.8906
 
-Probability of getting exactly (<tt class="literal">=) heads
+Probability of getting exactly (<code class="literal">=) heads
 0 0.0009766 or 1 in 1024, or 0.09766%
 1 0.009766 or 1 in 102.4, or 0.9766%
 2 0.04395 or 1 in 22.76, or 4.395%
@@ -391,7 +387,7 @@
 9 0.009766 or 1 in 102.4, or 0.9766%
 10 0.0009766 or 1 in 1024, or 0.09766%
 
-Probability of getting upto (&lt;</tt>) heads
+Probability of getting upto (&lt;</code>) heads
 0 0.0009766 or 1 in 1024, or 0.09766%
 1 0.01074 or 1 in 93.09, or 1.074%
 2 0.05469 or 1 in 18.29, or 5.469%

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Binomial Quiz Example</title>
+<title>Binomial Quiz Example</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../binom_eg.html" title=" Binomial
- Distribution Examples">
-<link rel="prev" href="binomial_coinflip_example.html" title="
- Binomial Coin-Flipping Example">
-<link rel="next" href="binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for a Binomial
- Distribution">
+<link rel="up" href="../binom_eg.html" title="Binomial Distribution Examples">
+<link rel="prev" href="binomial_coinflip_example.html" title="Binomial Coin-Flipping Example">
+<link rel="next" href="binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example"></a><a href="binomial_quiz_example.html" title="
- Binomial Quiz Example">
- Binomial Quiz Example</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example"></a><a href="binomial_quiz_example.html" title="Binomial Quiz Example">
+ Binomial Quiz Example</a>
+</h6></div></div></div>
 <p>
               </p>
 <p>
@@ -435,7 +430,7 @@
 <p>
               </p>
 <p>
- We now consider the probabilities of <span class="bold"><b>ranges</b></span>
+ We now consider the probabilities of <span class="bold"><strong>ranges</strong></span>
                 of correct guesses.
               </p>
 <p>
@@ -520,11 +515,11 @@
 <p>
               <a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.using_binomial_distribution_moments"></a>
               </p>
-<h4>
-<a name="id493543"></a>
+<h5>
+<a name="id527249"></a>
                 <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -558,10 +553,10 @@
 <p>
               <a name="math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.quantiles"></a>
               </p>
-<h4>
-<a name="id494065"></a>
+<h5>
+<a name="id527767"></a>
                 <a href="binomial_quiz_example.html#math_toolkit.dist.stat_tut.weg.binom_eg.binomial_quiz_example.quantiles">Quantiles</a>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -595,7 +590,7 @@
               </p>
 <p>
                 Notice that these output integral values because the default policy
- is <tt class="computeroutput"><span class="identifier">integer_round_outwards</span></tt>.
+ is <code class="computeroutput"><span class="identifier">integer_round_outwards</span></code>.
               </p>
 <p>
               
@@ -610,9 +605,8 @@
 <p>
               </p>
 <p>
- Quantiles values are controlled by the <a href="../../../../policy/pol_ref/discrete_quant_ref.html" title=" Discrete
- Quantile Policies">discrete
- quantile policy</a> chosen. The default is <tt class="computeroutput"><span class="identifier">integer_round_outwards</span></tt>,
+ Quantiles values are controlled by the <a href="../../../../policy/pol_ref/discrete_quant_ref.html" title="Discrete Quantile Policies">discrete
+ quantile policy</a> chosen. The default is <code class="computeroutput"><span class="identifier">integer_round_outwards</span></code>,
                 so the lower quantile is rounded down, and the upper quantile is
                 rounded up.
               </p>
@@ -620,14 +614,13 @@
               </p>
 <p>
                 But we might believe that the real values tell us a little more -
- see <a href="../../../../policy/pol_tutorial/understand_dis_quant.html" title="
- Understanding Quantiles of Discrete Distributions">Understanding
+ see <a href="../../../../policy/pol_tutorial/understand_dis_quant.html" title="Understanding Quantiles of Discrete Distributions">Understanding
                 Discrete Quantile Policy</a>.
               </p>
 <p>
               </p>
 <p>
- We could control the policy for <span class="bold"><b>all</b></span>
+ We could control the policy for <span class="bold"><strong>all</strong></span>
                 distributions by
               </p>
 <p>
@@ -653,7 +646,7 @@
               </p>
 <p>
                 at the head of the program would make this policy apply to this
- <span class="bold"><b>one, and only</b></span>, translation unit.
+ <span class="bold"><strong>one, and only</strong></span>, translation unit.
               </p>
 <p>
               </p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Chi Squared
- Distribution Examples</title>
+<title>Chi Squared Distribution Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="st_eg/paired_st.html" title="
- Comparing two paired samples with the Student's t distribution">
-<link rel="next" href="cs_eg/chi_sq_intervals.html" title="
- Confidence Intervals on the Standard Deviation">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="st_eg/paired_st.html" title="Comparing two paired samples with the Student's t distribution">
+<link rel="next" href="cs_eg/chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="cs_eg.html" title=" Chi Squared
- Distribution Examples"> Chi Squared
- Distribution Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg"></a><a href="cs_eg.html" title="Chi Squared Distribution Examples"> Chi Squared
+ Distribution Examples</a>
+</h5></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="cs_eg/chi_sq_intervals.html">
             Confidence Intervals on the Standard Deviation</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Confidence Intervals on the Standard Deviation</title>
+<title>Confidence Intervals on the Standard Deviation</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../cs_eg.html" title=" Chi Squared
- Distribution Examples">
-<link rel="prev" href="../cs_eg.html" title=" Chi Squared
- Distribution Examples">
-<link rel="next" href="chi_sq_test.html" title="
- Chi-Square Test for the Standard Deviation">
+<link rel="up" href="../cs_eg.html" title="Chi Squared Distribution Examples">
+<link rel="prev" href="../cs_eg.html" title="Chi Squared Distribution Examples">
+<link rel="next" href="chi_sq_test.html" title="Chi-Square Test for the Standard Deviation">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals"></a><a href="chi_sq_intervals.html" title="
- Confidence Intervals on the Standard Deviation">
- Confidence Intervals on the Standard Deviation</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals"></a><a href="chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">
+ Confidence Intervals on the Standard Deviation</a>
+</h6></div></div></div>
 <p>
               Once you have calculated the standard deviation for your data, a legitimate
               question to ask is "How reliable is the calculated standard deviation?".
@@ -148,11 +144,11 @@
               So at the 95% confidence level we conclude that the standard deviation
               is between 0.00551 and 0.00729.
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_intervals.confidence_intervals_as_a_function_of_the_number_of_observations"></a><h4>
-<a name="id477067"></a>
+<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="id510804"></a>
               <a 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>
- </h4>
+ </h5>
 <p>
               Similarly, we can also list the confidence intervals for the standard
               deviation for the common confidence levels 95%, for increasing numbers
@@ -160,7 +156,7 @@
             </p>
 <p>
               The standard deviation used to compute these values is unity, so the
- limits listed are <span class="bold"><b>multipliers</b></span> for
+ limits listed are <span class="bold"><strong>multipliers</strong></span> for
               any particular standard deviation. For example, given a standard deviation
               of 0.0062789 as in the example above; for 100 observations the multiplier
               is 0.8780 giving the lower confidence limit of 0.8780 * 0.006728 =
@@ -197,10 +193,10 @@
    1000000 0.9986 1.0014
 </pre>
 <p>
- With just 2 observations the limits are from <span class="bold"><b>0.445</b></span>
- up to to <span class="bold"><b>31.9</b></span>, so the standard deviation
- might be about <span class="bold"><b>half</b></span> the observed value
- up to <span class="bold"><b>30 times</b></span> the observed value!
+ With just 2 observations the limits are from <span class="bold"><strong>0.445</strong></span>
+ up to to <span class="bold"><strong>31.9</strong></span>, so the standard deviation
+ might be about <span class="bold"><strong>half</strong></span> the observed value
+ up to <span class="bold"><strong>30 times</strong></span> the observed value!
             </p>
 <p>
               Estimating a standard deviation with just a handful of values leaves
@@ -210,7 +206,7 @@
 <p>
               Even for 10 observations, normally considered a reasonable number,
               the range is still from 0.69 to 1.8, about a range of 0.7 to 2, and
- is still highly skewed with an upper limit <span class="bold"><b>twice</b></span>
+ is still highly skewed with an upper limit <span class="bold"><strong>twice</strong></span>
               the median.
             </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
- Deviation</title>
+<title>Estimating the Required Sample Sizes for a Chi-Square Test for the Standard Deviation</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../cs_eg.html" title=" Chi Squared
- Distribution Examples">
-<link rel="prev" href="chi_sq_test.html" title="
- Chi-Square Test for the Standard Deviation">
-<link rel="next" href="../f_eg.html" title=" F Distribution
- Examples">
+<link rel="up" href="../cs_eg.html" title="Chi Squared Distribution Examples">
+<link rel="prev" href="chi_sq_test.html" title="Chi-Square Test for the Standard Deviation">
+<link rel="next" href="../f_eg.html" title="F Distribution Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,20 +24,18 @@
 </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 href="chi_sq_size.html" title="
- Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
- Deviation">
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_size"></a><a 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>
+ Deviation</a>
+</h6></div></div></div>
 <p>
               Suppose we conduct a Chi Squared test for standard deviation and the
               result is borderline, a legitimate question to ask is "How large
               would the sample size have to be in order to produce a definitive result?"
             </p>
 <p>
- The class template <a href="../../../dist_ref/dists/chi_squared_dist.html" title="
- Chi Squared Distribution">chi_squared_distribution</a>
- has a static method <tt class="computeroutput"><span class="identifier">find_degrees_of_freedom</span></tt>
+ The class template chi_squared_distribution
+ has a static method <code class="computeroutput"><span class="identifier">find_degrees_of_freedom</span></code>
               that will calculate this value for some acceptable risk of type I failure
               <span class="emphasis"><em>alpha</em></span>, type II failure <span class="emphasis"><em>beta</em></span>,
               and difference from the standard deviation <span class="emphasis"><em>diff</em></span>.
@@ -92,7 +85,7 @@
               Thanks to the asymmetric nature of the Chi Squared distribution these
               two values will not be the same, the difference in their calculation
               differs only in the sign of <span class="emphasis"><em>diff</em></span> that's passed
- to <tt class="computeroutput"><span class="identifier">find_degrees_of_freedom</span></tt>.
+ to <code class="computeroutput"><span class="identifier">find_degrees_of_freedom</span></code>.
               Finally in this example we'll simply things, and let risk level <span class="emphasis"><em>beta</em></span>
               be the same as <span class="emphasis"><em>alpha</em></span>:
             </p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Chi-Square Test for the Standard Deviation</title>
+<title>Chi-Square Test for the Standard Deviation</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../cs_eg.html" title=" Chi Squared
- Distribution Examples">
-<link rel="prev" href="chi_sq_intervals.html" title="
- Confidence Intervals on the Standard Deviation">
-<link rel="next" href="chi_sq_size.html" title="
- Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
- Deviation">
+<link rel="up" href="../cs_eg.html" title="Chi Squared Distribution Examples">
+<link rel="prev" href="chi_sq_intervals.html" title="Confidence Intervals on the Standard Deviation">
+<link rel="next" href="chi_sq_size.html" title="Estimating the Required Sample Sizes for a Chi-Square Test for the Standard Deviation">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_test"></a><a 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>
+<a name="math_toolkit.dist.stat_tut.weg.cs_eg.chi_sq_test"></a><a 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>
 <p>
               We use this test to determine whether the standard deviation of a sample
               differs from a specified value. Typically this occurs in process change

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,15 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Distribution Construction Example</title>
+<title>Distribution Construction Example</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="../weg.html" title=" Worked Examples">
-<link rel="next" href="st_eg.html" title=" Student's
- t Distribution Examples">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="../weg.html" title="Worked Examples">
+<link rel="next" href="st_eg.html" title="Student's t Distribution Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -26,9 +24,9 @@
 </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 href="dist_construct_eg.html" title="
- Distribution Construction Example">
- Distribution Construction Example</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.dist_construct_eg"></a><a href="dist_construct_eg.html" title="Distribution Construction Example">
+ Distribution Construction Example</a>
+</h5></div></div></div>
 <p>
             See distribution_construction.cpp
             for full source code.
@@ -154,7 +152,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
                 This convenience typedef is <span class="emphasis"><em>not</em></span> provided if
                 a clash would occur with the name of a function: currently only "beta"
                 and "gamma" fall into this category.
@@ -177,7 +175,7 @@
 <p>
             </p>
 <p>
- we have a convenient typedef to <tt class="computeroutput"><span class="identifier">negative_binomial_distribution</span><span class="special">&lt;</span><span class="keyword">double</span><span class="special">&gt;</span></tt>:
+ we have a convenient typedef to <code class="computeroutput"><span class="identifier">negative_binomial_distribution</span><span class="special">&lt;</span><span class="keyword">double</span><span class="special">&gt;</span></code>:
             </p>
 <p>
             </p>
@@ -351,7 +349,7 @@
             <a name="math_toolkit.dist.stat_tut.weg.dist_construct_eg.default_arguments_to_distribution_constructors_"></a>
             </p>
 <h6>
-<a name="id467309"></a>
+<a name="id501126"></a>
               <a 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>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Error Handling
- Example</title>
+<title>Error Handling Example</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="normal_example/normal_misc.html" title="
- Some Miscellaneous Examples of the Normal (Gaussian) Distribution">
-<link rel="next" href="find_eg.html" title=" Find Location
- and Scale Examples">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="normal_example/normal_misc.html" title="Some Miscellaneous Examples of the Normal (Gaussian) Distribution">
+<link rel="next" href="find_eg.html" title="Find Location and Scale Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,18 +24,18 @@
 </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 href="error_eg.html" title=" Error Handling
- Example"> Error Handling
- Example</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.error_eg"></a><a href="error_eg.html" title="Error Handling Example"> Error Handling
+ Example</a>
+</h5></div></div></div>
 <p>
- See <a href="../../../main_overview/error_handling.html" title=" Error Handling">error handling
+ See <a href="../../../main_overview/error_handling.html" title="Error Handling">error handling
             documentation</a> for a detailed explanation of the mechanism of handling
             errors, including the common "bad" arguments to distributions
- and functions, and how to use Policies
+ and functions, and how to use Policies
             to control it.
           </p>
 <p>
- But, by default, <span class="bold"><b>exceptions will be raised</b></span>,
+ But, by default, <span class="bold"><strong>exceptions will be raised</strong></span>,
             for domain errors, pole errors, numeric overflow, and internal evaluation
             errors. To avoid the exceptions from getting thrown and instead get an
             appropriate value returned, usually a NaN (domain errors pole errors
@@ -80,7 +77,7 @@
 <p>
             </p>
 <p>
- To ensure the <tt class="computeroutput"><span class="special">::</span><span class="identifier">errno</span></tt>
+ To ensure the <code class="computeroutput"><span class="special">::</span><span class="identifier">errno</span></code>
               is set when a domain error occurs as well as returning a NaN.
             </p>
 <p>
@@ -242,13 +239,13 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
- If throwing of exceptions is enabled (the default) but you do <span class="bold"><b>not</b></span> have try &amp; catch block, then the program
+ If throwing of exceptions is enabled (the default) but you do <span class="bold"><strong>not</strong></span> have try &amp; catch block, then the program
               will terminate with an uncaught exception and probably abort.
             </p>
 <p>
- Therefore to get the benefit of helpful error messages, enabling <span class="bold"><b>all exceptions and using try &amp; catch</b></span> is
+ Therefore to get the benefit of helpful error messages, enabling <span class="bold"><strong>all exceptions and using try &amp; catch</strong></span> is
               recommended for most applications.
             </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> F Distribution
- Examples</title>
+<title>F Distribution Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="cs_eg/chi_sq_size.html" title="
- Estimating the Required Sample Sizes for a Chi-Square Test for the Standard
- Deviation">
-<link rel="next" href="binom_eg.html" title=" Binomial
- Distribution Examples">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="cs_eg/chi_sq_size.html" title="Estimating the Required Sample Sizes for a Chi-Square Test for the Standard Deviation">
+<link rel="next" href="binom_eg.html" title="Binomial Distribution Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </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 href="f_eg.html" title=" F Distribution
- Examples"> F Distribution
- Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.f_eg"></a><a href="f_eg.html" title="F Distribution Examples"> F Distribution
+ Examples</a>
+</h5></div></div></div>
 <p>
             Imagine that you want to compare the standard deviations of two sample
             to determine if they differ in any significant way, in this situation
@@ -189,12 +185,12 @@
             function:
           </p>
 <p>
- F<sub>(1-alpha; N1-1, N2-1)</sub> = <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">fisher_f</span><span class="special">(</span><span class="identifier">N1</span><span class="special">-</span><span class="number">1</span><span class="special">,</span>
- <span class="identifier">N2</span><span class="special">-</span><span class="number">1</span><span class="special">),</span> <span class="identifier">alpha</span><span class="special">)</span></tt>
+ F<sub>(1-alpha; N1-1, N2-1)</sub> = <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">fisher_f</span><span class="special">(</span><span class="identifier">N1</span><span class="special">-</span><span class="number">1</span><span class="special">,</span>
+ <span class="identifier">N2</span><span class="special">-</span><span class="number">1</span><span class="special">),</span> <span class="identifier">alpha</span><span class="special">)</span></code>
           </p>
 <p>
- F<sub>(alpha; N1-1, N2-1)</sub> = <tt class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">fisher_f</span><span class="special">(</span><span class="identifier">N1</span><span class="special">-</span><span class="number">1</span><span class="special">,</span>
- <span class="identifier">N2</span><span class="special">-</span><span class="number">1</span><span class="special">),</span> <span class="identifier">alpha</span><span class="special">))</span></tt>
+ F<sub>(alpha; N1-1, N2-1)</sub> = <code class="computeroutput"><span class="identifier">quantile</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">fisher_f</span><span class="special">(</span><span class="identifier">N1</span><span class="special">-</span><span class="number">1</span><span class="special">,</span>
+ <span class="identifier">N2</span><span class="special">-</span><span class="number">1</span><span class="special">),</span> <span class="identifier">alpha</span><span class="special">))</span></code>
           </p>
 <p>
             In our example program we need both upper and lower critical values for

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Find Location
- and Scale Examples</title>
+<title>Find Location and Scale Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="error_eg.html" title=" Error Handling
- Example">
-<link rel="next" href="find_eg/find_location_eg.html" title="
- Find Location (Mean) Example">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="error_eg.html" title="Error Handling Example">
+<link rel="next" href="find_eg/find_location_eg.html" title="Find Location (Mean) Example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="find_eg.html" title=" Find Location
- and Scale Examples"> Find Location
- and Scale Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg"></a><a 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><span class="section"><a href="find_eg/find_location_eg.html">
             Find Location (Mean) Example</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Find Location (Mean) Example</title>
+<title>Find Location (Mean) Example</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../find_eg.html" title=" Find Location
- and Scale Examples">
-<link rel="prev" href="../find_eg.html" title=" Find Location
- and Scale Examples">
-<link rel="next" href="find_scale_eg.html" title="
- Find Scale (Standard Deviation) Example">
+<link rel="up" href="../find_eg.html" title="Find Location and Scale Examples">
+<link rel="prev" href="../find_eg.html" title="Find Location and Scale Examples">
+<link rel="next" href="find_scale_eg.html" title="Find Scale (Standard Deviation) Example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg"></a><a href="find_location_eg.html" title="
- Find Location (Mean) Example">
- Find Location (Mean) Example</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg"></a><a href="find_location_eg.html" title="Find Location (Mean) Example">
+ Find Location (Mean) Example</a>
+</h6></div></div></div>
 <p>
               </p>
 <p>
@@ -184,11 +180,11 @@
 <p>
               <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_location_eg.controlling_error_handling_from_find_location"></a>
               </p>
-<h4>
-<a name="id525156"></a>
+<h5>
+<a name="id558767"></a>
                 <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -239,7 +235,7 @@
               </p>
 <p>
                 If we want to use a probability that is the <a href="../../overview.html#complements">complement
- of our probability</a>, we should not even think of writing <tt class="computeroutput"><span class="identifier">find_location</span><span class="special">&lt;</span><span class="identifier">normal</span><span class="special">&gt;(</span><span class="identifier">z</span><span class="special">,</span> <span class="number">1</span> <span class="special">-</span> <span class="identifier">p</span><span class="special">,</span> <span class="identifier">sd</span><span class="special">)</span></tt>,
+ of our probability</a>, we should not even think of writing <code class="computeroutput"><span class="identifier">find_location</span><span class="special">&lt;</span><span class="identifier">normal</span><span class="special">&gt;(</span><span class="identifier">z</span><span class="special">,</span> <span class="number">1</span> <span class="special">-</span> <span class="identifier">p</span><span class="special">,</span> <span class="identifier">sd</span><span class="special">)</span></code>,
                 but, to avoid loss of accuracy,
                 use the complement version.
               </p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Find mean and standard deviation example</title>
+<title>Find mean and standard deviation example</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../find_eg.html" title=" Find Location
- and Scale Examples">
-<link rel="prev" href="find_scale_eg.html" title="
- Find Scale (Standard Deviation) Example">
-<link rel="next" href="../nag_library.html" title=" Comparison
- with C, R, FORTRAN-style Free Functions">
+<link rel="up" href="../find_eg.html" title="Find Location and Scale Examples">
+<link rel="prev" href="find_scale_eg.html" title="Find Scale (Standard Deviation) Example">
+<link rel="next" href="../nag_library.html" title="Comparison with C, R, FORTRAN-style Free Functions">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </div>
 <div class="section" lang="en">
 <div class="titlepage"><div><div><h6 class="title">
-<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg"></a><a 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>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg"></a><a 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>
 <p>
               </p>
 <p>
@@ -66,11 +62,11 @@
 <p>
               <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>
               </p>
-<h4>
-<a name="id530353"></a>
+<h5>
+<a name="id563951"></a>
                 <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -205,8 +201,7 @@
 <p>
               </p>
 <p>
- This calculation is generalized as the free function called <a href="../../../dist_ref/dist_algorithms.html" title=" Distribution
- Algorithms">find_location</a>.
+ This calculation is generalized as the free function called find_location.
               </p>
 <p>
               </p>
@@ -259,19 +254,18 @@
 <p>
               <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.using_cauchy_lorentz_instead_of_normal_distribution"></a>
               </p>
-<h4>
-<a name="id532015"></a>
+<h5>
+<a name="id565608"></a>
                 <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
                 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 href="../../../dist_ref/dists/cauchy_dist.html" title=" Cauchy-Lorentz
- Distribution">Cauchy
+ a <a 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
@@ -286,8 +280,7 @@
 <p>
               </p>
 <p>
- We first create a <a href="../../../dist_ref/dists/cauchy_dist.html" title=" Cauchy-Lorentz
- Distribution">Cauchy
+ We first create a <a 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.
               </p>
@@ -385,10 +378,8 @@
                 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 href="../../../dist_ref/dists/normal_dist.html" title=" Normal
- (Gaussian) Distribution">Normal
- Distribution</a> or <a href="../../../dist_ref/dists/cauchy_dist.html" title=" Cauchy-Lorentz
- Distribution">Cauchy
+ is well defined, <a href="../../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
+ Distribution</a> or <a href="../../../dist_ref/dists/cauchy_dist.html" title="Cauchy-Lorentz Distribution">Cauchy
                 Distribution</a>, or some other.
               </p>
 <p>
@@ -410,8 +401,7 @@
 <p>
               </p>
 <p>
- See <a href="../cs_eg/chi_sq_intervals.html" title="
- Confidence Intervals on the Standard Deviation">Confidence
+ See <a 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
                 <a href="../../../../../../../example/chi_square_std_dev_test.cpp" target="_top">chi_square_std_dev_test.cpp</a>
                 of estimating these intervals.
@@ -419,11 +409,11 @@
 <p>
               <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_mean_and_sd_eg.changing_the_scale_or_standard_deviation"></a>
               </p>
-<h4>
-<a name="id532971"></a>
+<h5>
+<a name="id566566"></a>
                 <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -520,8 +510,7 @@
 <p>
                 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 href="../../../../toolkit/internals1/roots2.html" title=" Root Finding
- Without Derivatives">Root
+ and used elsewhere, in the Math Toolkit, see <a href="../../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives">Root
                 Finding Without Derivatives</a>.
               </p>
 <p>
@@ -644,7 +633,7 @@
 <p>
               </p>
 <p>
- But this would return a <span class="bold"><b>negative</b></span>
+ But this would return a <span class="bold"><strong>negative</strong></span>
                 standard deviation - obviously impossible. The probability should
                 be 1 - over_fraction, not over_fraction, thus:
               </p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Find Scale (Standard Deviation) Example</title>
+<title>Find Scale (Standard Deviation) Example</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../find_eg.html" title=" Find Location
- and Scale Examples">
-<link rel="prev" href="find_location_eg.html" title="
- Find Location (Mean) Example">
-<link rel="next" href="find_mean_and_sd_eg.html" title="
- Find mean and standard deviation example">
+<link rel="up" href="../find_eg.html" title="Find Location and Scale Examples">
+<link rel="prev" href="find_location_eg.html" title="Find Location (Mean) Example">
+<link rel="next" href="find_mean_and_sd_eg.html" title="Find mean and standard deviation example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,14 +24,13 @@
 </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 href="find_scale_eg.html" title="
- Find Scale (Standard Deviation) Example">
- Find Scale (Standard Deviation) Example</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg"></a><a href="find_scale_eg.html" title="Find Scale (Standard Deviation) Example">
+ Find Scale (Standard Deviation) Example</a>
+</h6></div></div></div>
 <p>
               </p>
 <p>
- First we need some includes to access the <a href="../../../dist_ref/dists/normal_dist.html" title=" Normal
- (Gaussian) Distribution">Normal
+ First we need some includes to access the <a 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).
               </p>
@@ -64,8 +59,7 @@
 <p>
               </p>
 <p>
- For this example, we will use the standard <a href="../../../dist_ref/dists/normal_dist.html" title=" Normal
- (Gaussian) Distribution">Normal
+ For this example, we will use the standard <a 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.
@@ -116,7 +110,7 @@
               </p>
 <p>
                 Noting that p = 0.02 instead of our target of 0.001, we can now use
- <tt class="computeroutput"><span class="identifier">find_scale</span></tt> to give
+ <code class="computeroutput"><span class="identifier">find_scale</span></code> to give
                 a new standard deviation.
               </p>
 <p>
@@ -190,11 +184,11 @@
 <p>
               <a name="math_toolkit.dist.stat_tut.weg.find_eg.find_scale_eg.controlling_how_errors_from_find_scale_are_handled"></a>
               </p>
-<h4>
-<a name="id528188"></a>
+<h5>
+<a name="id561792"></a>
                 <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -246,9 +240,9 @@
               </p>
 <p>
                 If we want to express a probability, say 0.999, that is a complement,
- <tt class="computeroutput"><span class="number">1</span> <span class="special">-</span>
- <span class="identifier">p</span></tt> we should not even think
- of writing <tt class="computeroutput"><span class="identifier">find_scale</span><span class="special">&lt;</span><span class="identifier">normal</span><span class="special">&gt;(</span><span class="identifier">z</span><span class="special">,</span> <span class="number">1</span> <span class="special">-</span> <span class="identifier">p</span><span class="special">,</span> <span class="identifier">l</span><span class="special">)</span></tt>, but instead,
+ <code class="computeroutput"><span class="number">1</span> <span class="special">-</span>
+ <span class="identifier">p</span></code> we should not even think
+ of writing <code class="computeroutput"><span class="identifier">find_scale</span><span class="special">&lt;</span><span class="identifier">normal</span><span class="special">&gt;(</span><span class="identifier">z</span><span class="special">,</span> <span class="number">1</span> <span class="special">-</span> <span class="identifier">p</span><span class="special">,</span> <span class="identifier">l</span><span class="special">)</span></code>, but instead,
                 use the complements version.
               </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Comparison
- with C, R, FORTRAN-style Free Functions</title>
+<title>Comparison with C, R, FORTRAN-style Free Functions</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="find_eg/find_mean_and_sd_eg.html" title="
- Find mean and standard deviation example">
-<link rel="next" href="../variates.html" title=" Random Variates
- and Distribution Parameters">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="find_eg/find_mean_and_sd_eg.html" title="Find mean and standard deviation example">
+<link rel="next" href="../variates.html" title="Random Variates and Distribution Parameters">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 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>
+<a name="math_toolkit.dist.stat_tut.weg.nag_library"></a><a 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>
 <p>
             You are probably familiar with a statistics library that has free functions,
             for example the classic <a href="http://nag.com/numeric/CL/CLdescription.asp" target="_top">NAG
@@ -42,7 +39,7 @@
             If so, you may find 'Distributions as Objects' unfamiliar, if not alien.
           </p>
 <p>
- However, <span class="bold"><b>do not panic</b></span>, both definition
+ However, <span class="bold"><strong>do not panic</strong></span>, both definition
             and usage are not really very different.
           </p>
 <p>
@@ -85,18 +82,18 @@
 </span> <span class="special">&lt;&lt;</span> <span class="identifier">pdf</span><span class="special">(</span><span class="identifier">my_dist</span><span class="special">,</span> <span class="number">2</span><span class="special">)</span> <span class="special">&lt;&lt;</span> <span class="identifier">endl</span><span class="special">;</span> <span class="comment">// NAG peqk with k = 2
 </span></pre>
 <p>
- <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">k</span><span class="special">)</span></tt>
- is equivalent to NAG library <tt class="computeroutput"><span class="identifier">plek</span></tt>,
+ <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">k</span><span class="special">)</span></code>
+ is equivalent to NAG library <code class="computeroutput"><span class="identifier">plek</span></code>,
             lower tail probability of &lt;= k
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">k</span><span class="special">))</span></tt>
- is equivalent to NAG library <tt class="computeroutput"><span class="identifier">pgtk</span></tt>,
+ <code class="computeroutput"><span class="identifier">cdf</span><span class="special">(</span><span class="identifier">complement</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">k</span><span class="special">))</span></code>
+ is equivalent to NAG library <code class="computeroutput"><span class="identifier">pgtk</span></code>,
             upper tail probability of &gt; k
           </p>
 <p>
- <tt class="computeroutput"><span class="identifier">pdf</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">k</span><span class="special">)</span></tt>
- is equivalent to NAG library <tt class="computeroutput"><span class="identifier">peqk</span></tt>,
+ <code class="computeroutput"><span class="identifier">pdf</span><span class="special">(</span><span class="identifier">dist</span><span class="special">,</span> <span class="identifier">k</span><span class="special">)</span></code>
+ is equivalent to NAG library <code class="computeroutput"><span class="identifier">peqk</span></code>,
             point probability of == k
           </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Negative
- Binomial Distribution Examples</title>
+<title>Negative Binomial Distribution Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="binom_eg/binom_size_eg.html" title="
- Estimating Sample Sizes for a Binomial Distribution.">
-<link rel="next" href="neg_binom_eg/neg_binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for the
- Negative Binomial Distribution">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="binom_eg/binom_size_eg.html" title="Estimating Sample Sizes for a Binomial Distribution.">
+<link rel="next" href="neg_binom_eg/neg_binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +24,9 @@
 </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 href="neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples"> Negative
- Binomial Distribution Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg"></a><a href="neg_binom_eg.html" title="Negative Binomial Distribution Examples"> Negative
+ Binomial Distribution Examples</a>
+</h5></div></div></div>
 <div class="toc"><dl>
 <dt><span class="section"><a href="neg_binom_eg/neg_binom_conf.html">
             Calculating Confidence Limits on the Frequency of Occurrence for the
@@ -43,8 +39,7 @@
             Negative Binomial Table Printing Example.</a></span></dt>
 </dl></div>
 <p>
- (See also the reference documentation for the <a href="../../dist_ref/dists/negative_binomial_dist.html" title="
- Negative Binomial Distribution">Negative
+ (See also the reference documentation for the <a href="../../dist_ref/dists/negative_binomial_dist.html" title="Negative Binomial Distribution">Negative
             Binomial Distribution</a>.)
           </p>
 </div>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Calculating Confidence Limits on the Frequency of Occurrence for the
- Negative Binomial Distribution</title>
+<title>Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples">
-<link rel="prev" href="../neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples">
-<link rel="next" href="neg_binom_size_eg.html" title="
- Estimating Sample Sizes for the Negative Binomial.">
+<link rel="up" href="../neg_binom_eg.html" title="Negative Binomial Distribution Examples">
+<link rel="prev" href="../neg_binom_eg.html" title="Negative Binomial Distribution Examples">
+<link rel="next" href="neg_binom_size_eg.html" title="Estimating Sample Sizes for the Negative Binomial.">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,11 +24,10 @@
 </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 href="neg_binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for the
- Negative Binomial Distribution">
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.neg_binom_conf"></a><a 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>
+ Negative Binomial Distribution</a>
+</h6></div></div></div>
 <p>
               Imagine you have a process that follows a negative binomial distribution:
               for each trial conducted, an event either occurs or does it does not,
@@ -51,8 +45,8 @@
 <p>
               However our confidence in that estimate will be shaped by how many
               trials were conducted, and how many successes were observed. The static
- member functions <tt class="computeroutput"><span class="identifier">negative_binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_lower_bound_on_p</span></tt>
- and <tt class="computeroutput"><span class="identifier">negative_binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_upper_bound_on_p</span></tt>
+ member functions <code class="computeroutput"><span class="identifier">negative_binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_lower_bound_on_p</span></code>
+ and <code class="computeroutput"><span class="identifier">negative_binomial_distribution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_upper_bound_on_p</span></code>
               allow you to calculate the confidence intervals for your estimate of
               the success fraction.
             </p>
@@ -101,7 +95,7 @@
               </p>
 <p>
                 Confidence value as % is (1 - alpha) * 100, so alpha 0.05 == 95%
- confidence that the true occurence frequency lies <span class="bold"><b>inside</b></span>
+ confidence that the true occurence frequency lies <span class="bold"><strong>inside</strong></span>
                 the calculated interval.
               </p>
 <p>
@@ -146,14 +140,14 @@
               </p>
 <p>
                 And now for the important part - the bounds themselves. For each
- value of <span class="emphasis"><em>alpha</em></span>, we call <tt class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></tt>
- and <tt class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></tt>
+ value of <span class="emphasis"><em>alpha</em></span>, we call <code class="computeroutput"><span class="identifier">find_lower_bound_on_p</span></code>
+ and <code class="computeroutput"><span class="identifier">find_upper_bound_on_p</span></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: <span class="emphasis"><em>"Calculate a lower bound so that we are P%
                 sure that the true occurrence frequency is greater than some value"</em></span>
- then we would <span class="bold"><b>not</b></span> have divided by
+ then we would <span class="bold"><strong>not</strong></span> have divided by
                 two.
               </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,18 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Estimating Sample Sizes for the Negative Binomial.</title>
+<title>Estimating Sample Sizes for the Negative Binomial.</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples">
-<link rel="prev" href="neg_binom_conf.html" title="
- Calculating Confidence Limits on the Frequency of Occurrence for the
- Negative Binomial Distribution">
-<link rel="next" href="negative_binomial_example1.html" title="
- Negative Binomial Sales Quota Example.">
+<link rel="up" href="../neg_binom_eg.html" title="Negative Binomial Distribution Examples">
+<link rel="prev" href="neg_binom_conf.html" title="Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution">
+<link rel="next" href="negative_binomial_example1.html" title="Negative Binomial Sales Quota Example.">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -29,9 +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_size_eg"></a><a 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>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.neg_binom_size_eg"></a><a 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>
 <p>
               Imagine you have an event (let's call it a "failure" - though
               we could equally well call it a success if we felt it was a 'good'
@@ -39,7 +34,7 @@
               how many trials you need to conduct to be P% sure of observing at least
               k such failures. If the failure events follow a negative binomial distribution
               (each trial either succeeds or fails) then the static member function
- <tt class="computeroutput"><span class="identifier">negative_binomial_distibution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_minimum_number_of_trials</span></tt>
+ <code class="computeroutput"><span class="identifier">negative_binomial_distibution</span><span class="special">&lt;&gt;::</span><span class="identifier">find_minimum_number_of_trials</span></code>
               can be used to estimate the minimum number of trials required to be
               P% sure of observing the desired number of failures.
             </p>
@@ -174,14 +169,14 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top">
+<tr><td align="left" valign="top">
 <p>
                 Since we're calculating the <span class="emphasis"><em>minimum</em></span> number of
                 trials required, we'll err on the safe side and take the ceiling
                 of the result. Had we been calculating the <span class="emphasis"><em>maximum</em></span>
                 number of trials permitted to observe less than a certain number
                 of <span class="emphasis"><em>failures</em></span> then we would have taken the floor
- instead. We would also have called <tt class="computeroutput"><span class="identifier">find_minimum_number_of_trials</span></tt>
+ instead. We would also have called <code class="computeroutput"><span class="identifier">find_minimum_number_of_trials</span></code>
                 like this:
 </p>
 <pre class="programlisting">

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Negative Binomial Sales Quota Example.</title>
+<title>Negative Binomial Sales Quota Example.</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples">
-<link rel="prev" href="neg_binom_size_eg.html" title="
- Estimating Sample Sizes for the Negative Binomial.">
-<link rel="next" href="negative_binomial_example2.html" title="
- Negative Binomial Table Printing Example.">
+<link rel="up" href="../neg_binom_eg.html" title="Negative Binomial Distribution Examples">
+<link rel="prev" href="neg_binom_size_eg.html" title="Estimating Sample Sizes for the Negative Binomial.">
+<link rel="next" href="negative_binomial_example2.html" title="Negative Binomial Table Printing Example.">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +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.negative_binomial_example1"></a><a href="negative_binomial_example1.html" title="
- Negative Binomial Sales Quota Example.">
- Negative Binomial Sales Quota Example.</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.negative_binomial_example1"></a><a href="negative_binomial_example1.html" title="Negative Binomial Sales Quota Example.">
+ Negative Binomial Sales Quota Example.</a>
+</h6></div></div></div>
 <p>
               This example program <a href="../../../../../../../../example/negative_binomial_example1.cpp" target="_top">negative_binomial_example1.cpp
               (full source code)</a> demonstrates a simple use to find the probability
@@ -110,8 +106,8 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Caution]" src="../../../../../../../../../../doc/html/images/caution.png"></td>
 <th align="left">Caution</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
- It is vital to #include distributions etc <span class="bold"><b>after</b></span>
+<tr><td align="left" valign="top"><p>
+ It is vital to #include distributions etc <span class="bold"><strong>after</strong></span>
                   the above #defines
                 </p></td></tr>
 </table></div>
@@ -290,7 +286,7 @@
               </p>
 <p>
                 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 <span class="bold"><b>exactly</b></span> ( == ) on any house is the Probability
+ 6th, 7th or 8th house. The probability that he will finish on <span class="bold"><strong>exactly</strong></span> ( == ) on any house is the Probability
                 Density Function (pdf).
               </p>
 <p>
@@ -344,7 +340,7 @@
 <p>
               </p>
 <p>
- Or, usually better, by using the negative binomial <span class="bold"><b>cumulative</b></span>
+ Or, usually better, by using the negative binomial <span class="bold"><strong>cumulative</strong></span>
                 distribution function.
               </p>
 <p>
@@ -461,7 +457,7 @@
               </p>
 <p>
                 What is the probability that Pat exhausts all 30 houses in the neighborhood,
- and <span class="bold"><b>still</b></span> doesn't sell the required
+ and <span class="bold"><strong>still</strong></span> doesn't sell the required
                 5 candy bars?
               </p>
 <p>
@@ -484,16 +480,16 @@
 <p>
               </p>
 <p>
- /*<tt class="computeroutput"><span class="identifier">So</span> <span class="identifier">the</span>
+ /*<code class="computeroutput"><span class="identifier">So</span> <span class="identifier">the</span>
                 <span class="identifier">risk</span> <span class="identifier">of</span>
                 <span class="identifier">failing</span> <span class="identifier">even</span>
                 <span class="identifier">after</span> <span class="identifier">visiting</span>
                 <span class="identifier">all</span> <span class="identifier">the</span>
                 <span class="identifier">houses</span> <span class="identifier">is</span>
                 <span class="number">1</span> <span class="special">-</span>
- <span class="keyword">this</span> <span class="identifier">probability</span><span class="special">,</span> </tt><tt class="computeroutput"><span class="number">1</span>
+ <span class="keyword">this</span> <span class="identifier">probability</span><span class="special">,</span> </code><code class="computeroutput"><span class="number">1</span>
                 <span class="special">-</span> <span class="identifier">cdf</span><span class="special">(</span><span class="identifier">nb</span><span class="special">,</span> <span class="identifier">all_houses</span>
- <span class="special">-</span> <span class="identifier">sales_quota</span></tt><tt class="computeroutput">
+ <span class="special">-</span> <span class="identifier">sales_quota</span></code><code class="computeroutput">
                 <span class="identifier">But</span> <span class="keyword">using</span>
                 <span class="keyword">this</span> <span class="identifier">expression</span>
                 <span class="identifier">may</span> <span class="identifier">cause</span>
@@ -510,9 +506,9 @@
                 <span class="identifier">the</span> <span class="number">31</span><span class="identifier">th</span> <span class="special">(</span><span class="identifier">non</span><span class="special">-</span><span class="identifier">existent</span><span class="special">)</span>
                 <span class="identifier">houses</span> <span class="identifier">is</span>
                 <span class="number">1</span> <span class="special">-</span>
- <span class="keyword">this</span> <span class="identifier">probability</span><span class="special">,</span> </tt><tt class="computeroutput"><span class="number">1</span>
+ <span class="keyword">this</span> <span class="identifier">probability</span><span class="special">,</span> </code><code class="computeroutput"><span class="number">1</span>
                 <span class="special">-</span> <span class="identifier">cdf</span><span class="special">(</span><span class="identifier">nb</span><span class="special">,</span> <span class="identifier">all_houses</span>
- <span class="special">-</span> <span class="identifier">sales_quota</span><span class="special">)</span></tt>` But using this expression may cause
+ <span class="special">-</span> <span class="identifier">sales_quota</span><span class="special">)</span></code>` But using this expression may cause
                 serious inaccuracy. So it would be much better to use the complement
                 of the cdf. Why complements?
               </p>
@@ -576,7 +572,7 @@
 <p>
                 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 <span class="bold"><b>certain</b></span>
+ the estate, so he can't ever be <span class="bold"><strong>certain</strong></span>
                 of selling his quota).
               </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Negative Binomial Table Printing Example.</title>
+<title>Negative Binomial Table Printing Example.</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../neg_binom_eg.html" title=" Negative
- Binomial Distribution Examples">
-<link rel="prev" href="negative_binomial_example1.html" title="
- Negative Binomial Sales Quota Example.">
-<link rel="next" href="../normal_example.html" title=" Normal
- Distribution Examples">
+<link rel="up" href="../neg_binom_eg.html" title="Negative Binomial Distribution Examples">
+<link rel="prev" href="negative_binomial_example1.html" title="Negative Binomial Sales Quota Example.">
+<link rel="next" href="../normal_example.html" title="Normal Distribution Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +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.negative_binomial_example2"></a><a href="negative_binomial_example2.html" title="
- Negative Binomial Table Printing Example.">
- Negative Binomial Table Printing Example.</a></h6></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.neg_binom_eg.negative_binomial_example2"></a><a href="negative_binomial_example2.html" title="Negative Binomial Table Printing Example.">
+ Negative Binomial Table Printing Example.</a>
+</h6></div></div></div>
 <p>
               Example program showing output of a table of values of cdf and pdf
               for various k failures.

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Normal
- Distribution Examples</title>
+<title>Normal Distribution Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="neg_binom_eg/negative_binomial_example2.html" title="
- Negative Binomial Table Printing Example.">
-<link rel="next" href="normal_example/normal_misc.html" title="
- Some Miscellaneous Examples of the Normal (Gaussian) Distribution">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="neg_binom_eg/negative_binomial_example2.html" title="Negative Binomial Table Printing Example.">
+<link rel="next" href="normal_example/normal_misc.html" title="Some Miscellaneous Examples of the Normal (Gaussian) Distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,14 +24,13 @@
 </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 href="normal_example.html" title=" Normal
- Distribution Examples"> Normal
- Distribution Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example"></a><a href="normal_example.html" title="Normal Distribution Examples"> Normal
+ Distribution Examples</a>
+</h5></div></div></div>
 <div class="toc"><dl><dt><span class="section"><a href="normal_example/normal_misc.html">
             Some Miscellaneous Examples of the Normal (Gaussian) Distribution</a></span></dt></dl></div>
 <p>
- (See also the reference documentation for the <a href="../../dist_ref/dists/normal_dist.html" title=" Normal
- (Gaussian) Distribution">Normal
+ (See also the reference documentation for the <a href="../../dist_ref/dists/normal_dist.html" title="Normal (Gaussian) Distribution">Normal
             Distribution</a>.)
           </p>
 </div>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Some Miscellaneous Examples of the Normal (Gaussian) Distribution</title>
+<title>Some Miscellaneous Examples of the Normal (Gaussian) Distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../normal_example.html" title=" Normal
- Distribution Examples">
-<link rel="prev" href="../normal_example.html" title=" Normal
- Distribution Examples">
-<link rel="next" href="../error_eg.html" title=" Error Handling
- Example">
+<link rel="up" href="../normal_example.html" title="Normal Distribution Examples">
+<link rel="prev" href="../normal_example.html" title="Normal Distribution Examples">
+<link rel="next" href="../error_eg.html" title="Error Handling Example">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,18 +24,18 @@
 </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 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>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc"></a><a 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>
 <p>
               The sample program normal_misc_examples.cpp
               illustrates their use.
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.traditional_tables"></a><h4>
-<a name="id512999"></a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.traditional_tables"></a><h5>
+<a name="id546656"></a>
               <a href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.traditional_tables">Traditional
               Tables</a>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -143,7 +139,7 @@
               </p>
 <p>
                 And all this you can do with a nanoscopic amount of work compared
- to the team of <span class="bold"><b>human computers</b></span> toiling
+ to the team of <span class="bold"><strong>human computers</strong></span> toiling
                 with Milton Abramovitz and Irene Stegen at the US National Bureau
                 of Standards (now NIST).
                 Starting in 1938, their "Handbook of Mathematical Functions
@@ -246,7 +242,7 @@
               </p>
 <p>
                 Confidence value as % is (1 - alpha) * 100 (so alpha 0.05 == 95%
- confidence) that the true occurrence frequency lies <span class="bold"><b>inside</b></span>
+ confidence) that the true occurrence frequency lies <span class="bold"><strong>inside</strong></span>
                 the calculated interval.
               </p>
 <p>
@@ -269,10 +265,10 @@
               </p>
 <p>
                 Notice the distinction between one-sided (also called one-tailed)
- where we are using a &gt; <span class="bold"><b>or</b></span> &lt;
+ where we are using a &gt; <span class="bold"><strong>or</strong></span> &lt;
                 test (and not both) and considering the area of the tail (integral)
                 from z up to +&#8734;, and a two-sided test where we are using two &gt;
- <span class="bold"><b>and</b></span> &lt; tests, and thus considering
+ <span class="bold"><strong>and</strong></span> &lt; tests, and thus considering
                 two tails, from -&#8734; up to z low and z high up to +&#8734;.
               </p>
 <p>
@@ -291,11 +287,11 @@
               </p>
 <p>
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.standard_deviations_either_side_of_the_mean"></a><h4>
-<a name="id516185"></a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.standard_deviations_either_side_of_the_mean"></a><h5>
+<a name="id549829"></a>
               <a 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>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -354,22 +350,22 @@
               </p>
 <p>
                 But before you get too excited about this impressive precision, don't
- forget that the <span class="bold"><b>confidence intervals of the
- standard deviation</b></span> are surprisingly wide, especially if
+ forget that the <span class="bold"><strong>confidence intervals of the
+ standard deviation</strong></span> are surprisingly wide, especially if
                 you have estimated the standard deviation from only a few measurements.
               </p>
 <p>
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.some_simple_examples"></a><h4>
-<a name="id516925"></a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.some_simple_examples"></a><h5>
+<a name="id550563"></a>
               <a href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.some_simple_examples">Some
               simple examples</a>
- </h4>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.life_of_light_bulbs"></a><h4>
-<a name="id516952"></a>
+ </h5>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.life_of_light_bulbs"></a><h5>
+<a name="id550589"></a>
               <a href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.life_of_light_bulbs">Life
               of light bulbs</a>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -443,7 +439,7 @@
 <td rowspan="2" align="center" valign="top" width="25"><img alt="[Note]" src="../../../../../../../../../../doc/html/images/note.png"></td>
 <th align="left">Note</th>
 </tr>
-<tr><td colspan="2" align="left" valign="top"><p>
+<tr><td align="left" valign="top"><p>
                   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
@@ -452,11 +448,11 @@
 </table></div>
 <p>
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.how_many_onions_"></a><h4>
-<a name="id517666"></a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.how_many_onions_"></a><h5>
+<a name="id551294"></a>
               <a href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.how_many_onions_">How
               many onions?</a>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -514,11 +510,11 @@
               </p>
 <p>
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.packing_beef"></a><h4>
-<a name="id518242"></a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.packing_beef"></a><h5>
+<a name="id551869"></a>
               <a href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.packing_beef">Packing
               beef</a>
- </h4>
+ </h5>
 <p>
               </p>
 <p>
@@ -676,8 +672,7 @@
 <p>
                 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 href="../../../../toolkit/internals1/roots2.html" title=" Root Finding
- Without Derivatives">Root
+ elsewhere, in the Math Toolkit, see <a href="../../../../toolkit/internals1/roots2.html" title="Root Finding Without Derivatives">Root
                 Finding Without Derivatives</a>.
               </p>
 <p>
@@ -729,11 +724,11 @@
               </p>
 <p>
             </p>
-<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.length_of_bolts"></a><h4>
-<a name="id521253"></a>
+<a name="math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.length_of_bolts"></a><h5>
+<a name="id554869"></a>
               <a href="normal_misc.html#math_toolkit.dist.stat_tut.weg.normal_example.normal_misc.length_of_bolts">Length
               of bolts</a>
- </h4>
+ </h5>
 <p>
               </p>
 <p>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,16 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title> Student's
- t Distribution Examples</title>
+<title>Student's t Distribution Examples</title>
 <link rel="stylesheet" href="../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../weg.html" title=" Worked Examples">
-<link rel="prev" href="dist_construct_eg.html" title="
- Distribution Construction Example">
-<link rel="next" href="st_eg/tut_mean_intervals.html" title="
- Calculating confidence intervals on the mean with the Students-t distribution">
+<link rel="up" href="../weg.html" title="Worked Examples">
+<link rel="prev" href="dist_construct_eg.html" title="Distribution Construction Example">
+<link rel="next" href="st_eg/tut_mean_intervals.html" title="Calculating confidence intervals on the mean with the Students-t distribution">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -27,9 +24,9 @@
 </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 href="st_eg.html" title=" Student's
- t Distribution Examples"> Student's
- t Distribution Examples</a></h5></div></div></div>
+<a name="math_toolkit.dist.stat_tut.weg.st_eg"></a><a 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><span class="section"><a href="st_eg/tut_mean_intervals.html">
             Calculating confidence intervals on the mean with the Students-t distribution</a></span></dt>

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 2007-11-08 07:39:58 EST (Thu, 08 Nov 2007)
@@ -1,17 +1,13 @@
 <html>
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
-<title>
- Comparing two paired samples with the Student's t distribution</title>
+<title>Comparing two paired samples with the Student's t distribution</title>
 <link rel="stylesheet" href="../../../../../../../../../../doc/html/boostbook.css" type="text/css">
-<meta name="generator" content="DocBook XSL Stylesheets V1.66.1">
+<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot_2006-12-17_0120">
 <link rel="start" href="../../../../../index.html" title="Math Toolkit">
-<link rel="up" href="../st_eg.html" title=" Student's
- t Distribution Examples">
-<link rel="prev" href="two_sample_students_t.html" title="
- Comparing the means of two samples with the Students-t test">
-<link rel="next" href="../cs_eg.html" title=" Chi Squared
- Distribution Examples">
+<link rel="up" href="../st_eg.html" title="Student's t Distribution Examples">
+<link rel="prev" href="two_sample_students_t.html" title="Comparing the means of two samples with the Students-t test">
+<link rel="next" href="../cs_eg.html" title="Chi Squared Distribution Examples">
 </head>
 <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
 <table cellpadding="2" width="100%"><tr>
@@ -28,9 +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.paired_st"></a><a href="paired_st.html" title="
- Comparing two paired samples with the Student's t distribution">
- Comparing two pa