X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fstatistics-1.1.3%2Fraylstat.m;fp=octave_packages%2Fstatistics-1.1.3%2Fraylstat.m;h=96f4d8b9891ec8b535765e55708ae063023714ca;hp=0000000000000000000000000000000000000000;hb=f5f7a74bd8a4900f0b797da6783be80e11a68d86;hpb=1705066eceaaea976f010f669ce8e972f3734b05 diff --git a/octave_packages/statistics-1.1.3/raylstat.m b/octave_packages/statistics-1.1.3/raylstat.m new file mode 100644 index 0000000..96f4d8b --- /dev/null +++ b/octave_packages/statistics-1.1.3/raylstat.m @@ -0,0 +1,94 @@ +## Copyright (C) 2006, 2007 Arno Onken +## +## This program is free software; you can redistribute it and/or modify it under +## the terms of the GNU General Public License as published by the Free Software +## Foundation; either version 3 of the License, or (at your option) any later +## version. +## +## This program is distributed in the hope that it will be useful, but WITHOUT +## ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or +## FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more +## details. +## +## You should have received a copy of the GNU General Public License along with +## this program; if not, see . + +## -*- texinfo -*- +## @deftypefn {Function File} {[@var{m}, @var{v}] =} raylstat (@var{sigma}) +## Compute mean and variance of the Rayleigh distribution. +## +## @subheading Arguments +## +## @itemize @bullet +## @item +## @var{sigma} is the parameter of the Rayleigh distribution. The elements +## of @var{sigma} must be positive. +## @end itemize +## +## @subheading Return values +## +## @itemize @bullet +## @item +## @var{m} is the mean of the Rayleigh distribution. +## +## @item +## @var{v} is the variance of the Rayleigh distribution. +## @end itemize +## +## @subheading Example +## +## @example +## @group +## sigma = 1:6; +## [m, v] = raylstat (sigma) +## @end group +## @end example +## +## @subheading References +## +## @enumerate +## @item +## Wendy L. Martinez and Angel R. Martinez. @cite{Computational Statistics +## Handbook with MATLAB}. Appendix E, pages 547-557, Chapman & Hall/CRC, +## 2001. +## +## @item +## Athanasios Papoulis. @cite{Probability, Random Variables, and Stochastic +## Processes}. McGraw-Hill, New York, second edition, 1984. +## @end enumerate +## @end deftypefn + +## Author: Arno Onken +## Description: Moments of the Rayleigh distribution + +function [m, v] = raylstat (sigma) + + # Check arguments + if (nargin != 1) + print_usage (); + endif + + if (! isempty (sigma) && ! ismatrix (sigma)) + error ("raylstat: sigma must be a numeric matrix"); + endif + + # Calculate moments + m = sigma .* sqrt (pi ./ 2); + v = (2 - pi ./ 2) .* sigma .^ 2; + + # Continue argument check + k = find (! (sigma > 0)); + if (any (k)) + m(k) = NaN; + v(k) = NaN; + endif + +endfunction + +%!test +%! sigma = 1:6; +%! [m, v] = raylstat (sigma); +%! expected_m = [1.2533, 2.5066, 3.7599, 5.0133, 6.2666, 7.5199]; +%! expected_v = [0.4292, 1.7168, 3.8628, 6.8673, 10.7301, 15.4513]; +%! assert (m, expected_m, 0.001); +%! assert (v, expected_v, 0.001);