X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fpoisscdf.m;fp=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fpoisscdf.m;h=6342f2150e29113c2872710f933db5028d9be83b;hp=0000000000000000000000000000000000000000;hb=1c0469ada9531828709108a4882a751d2816994a;hpb=63de9f36673d49121015e3695f2c336ea92bc278 diff --git a/octave_packages/m/statistics/distributions/poisscdf.m b/octave_packages/m/statistics/distributions/poisscdf.m new file mode 100644 index 0000000..6342f21 --- /dev/null +++ b/octave_packages/m/statistics/distributions/poisscdf.m @@ -0,0 +1,90 @@ +## 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} {} poisscdf (@var{x}, @var{lambda}) +## For each element of @var{x}, compute the cumulative distribution +## function (CDF) at @var{x} of the Poisson distribution with parameter +## lambda. +## @end deftypefn + +## Author: KH +## Description: CDF of the Poisson distribution + +function cdf = poisscdf (x, lambda) + + if (nargin != 2) + print_usage (); + endif + + if (!isscalar (lambda)) + [retval, x, lambda] = common_size (x, lambda); + if (retval > 0) + error ("poisscdf: X and LAMBDA must be of common size or scalars"); + endif + endif + + if (iscomplex (x) || iscomplex (lambda)) + error ("poisscdf: X and LAMBDA must not be complex"); + endif + + if (isa (x, "single") || isa (lambda, "single")) + cdf = zeros (size (x), "single"); + else + cdf = zeros (size (x)); + endif + + k = isnan (x) | !(lambda > 0); + cdf(k) = NaN; + + k = (x == Inf) & (lambda > 0); + cdf(k) = 1; + + k = (x >= 0) & (x < Inf) & (lambda > 0); + if (isscalar (lambda)) + cdf(k) = 1 - gammainc (lambda, floor (x(k)) + 1); + else + cdf(k) = 1 - gammainc (lambda(k), floor (x(k)) + 1); + endif + +endfunction + + +%!shared x,y +%! x = [-1 0 1 2 Inf]; +%! y = [0, gammainc(1, (x(2:4) +1), 'upper'), 1]; +%!assert(poisscdf (x, ones(1,5)), y); +%!assert(poisscdf (x, 1), y); +%!assert(poisscdf (x, [1 0 NaN 1 1]), [y(1) NaN NaN y(4:5)]); +%!assert(poisscdf ([x(1:2) NaN Inf x(5)], 1), [y(1:2) NaN 1 y(5)]); + +%% Test class of input preserved +%!assert(poisscdf ([x, NaN], 1), [y, NaN]); +%!assert(poisscdf (single([x, NaN]), 1), single([y, NaN]), eps("single")); +%!assert(poisscdf ([x, NaN], single(1)), single([y, NaN]), eps("single")); + +%% Test input validation +%!error poisscdf () +%!error poisscdf (1) +%!error poisscdf (1,2,3) +%!error poisscdf (ones(3),ones(2)) +%!error poisscdf (ones(2),ones(3)) +%!error poisscdf (i, 2) +%!error poisscdf (2, i) +