X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fchi2pdf.m;fp=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fchi2pdf.m;h=18928de3fba9d7e308ff295ae58af13df856fc20;hp=0000000000000000000000000000000000000000;hb=1c0469ada9531828709108a4882a751d2816994a;hpb=63de9f36673d49121015e3695f2c336ea92bc278 diff --git a/octave_packages/m/statistics/distributions/chi2pdf.m b/octave_packages/m/statistics/distributions/chi2pdf.m new file mode 100644 index 0000000..18928de --- /dev/null +++ b/octave_packages/m/statistics/distributions/chi2pdf.m @@ -0,0 +1,72 @@ +## Copyright (C) 2012 Rik Wehbring +## Copyright (C) 1995-2012 Kurt Hornik +## +## This file is part of Octave. +## +## Octave 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. +## +## Octave 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 Octave; see the file COPYING. If not, see +## . + +## -*- texinfo -*- +## @deftypefn {Function File} {} chi2pdf (@var{x}, @var{n}) +## For each element of @var{x}, compute the probability density function +## (PDF) at @var{x} of the chi-square distribution with @var{n} degrees +## of freedom. +## @end deftypefn + +## Author: TT +## Description: PDF of the chi-square distribution + +function pdf = chi2pdf (x, n) + + if (nargin != 2) + print_usage (); + endif + + if (!isscalar (n)) + [retval, x, n] = common_size (x, n); + if (retval > 0) + error ("chi2pdf: X and N must be of common size or scalars"); + endif + endif + + if (iscomplex (x) || iscomplex (n)) + error ("chi2pdf: X and N must not be complex"); + endif + + pdf = gampdf (x, n/2, 2); + +endfunction + + +%!shared x,y +%! x = [-1 0 0.5 1 Inf]; +%! y = [0, 1/2 * exp(-x(2:5)/2)]; +%!assert(chi2pdf (x, 2*ones(1,5)), y); +%!assert(chi2pdf (x, 2), y); +%!assert(chi2pdf (x, 2*[1 0 NaN 1 1]), [y(1) NaN NaN y(4:5)]); +%!assert(chi2pdf ([x, NaN], 2), [y, NaN]); + +%% Test class of input preserved +%!assert(chi2pdf (single([x, NaN]), 2), single([y, NaN])); +%!assert(chi2pdf ([x, NaN], single(2)), single([y, NaN])); + +%% Test input validation +%!error chi2pdf () +%!error chi2pdf (1) +%!error chi2pdf (1,2,3) +%!error chi2pdf (ones(3),ones(2)) +%!error chi2pdf (ones(2),ones(3)) +%!error chi2pdf (i, 2) +%!error chi2pdf (2, i) +