X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?a=blobdiff_plain;ds=sidebyside;f=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fgeopdf.m;fp=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Fgeopdf.m;h=86cc88e5d7587599b5a4c2eb4346ffadc0c8a9cb;hb=1c0469ada9531828709108a4882a751d2816994a;hp=0000000000000000000000000000000000000000;hpb=63de9f36673d49121015e3695f2c336ea92bc278;p=CreaPhase.git diff --git a/octave_packages/m/statistics/distributions/geopdf.m b/octave_packages/m/statistics/distributions/geopdf.m new file mode 100644 index 0000000..86cc88e --- /dev/null +++ b/octave_packages/m/statistics/distributions/geopdf.m @@ -0,0 +1,85 @@ +## 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} {} geopdf (@var{x}, @var{p}) +## For each element of @var{x}, compute the probability density function +## (PDF) at @var{x} of the geometric distribution with parameter @var{p}. +## @end deftypefn + +## Author: KH +## Description: PDF of the geometric distribution + +function pdf = geopdf (x, p) + + if (nargin != 2) + print_usage (); + endif + + if (!isscalar (p)) + [retval, x, p] = common_size (x, p); + if (retval > 0) + error ("geopdf: X and P must be of common size or scalars"); + endif + endif + + if (iscomplex (x) || iscomplex (p)) + error ("geopdf: X and P must not be complex"); + endif + + if (isa (x, "single") || isa (p, "single")) + pdf = zeros (size (x), "single"); + else + pdf = zeros (size (x)); + endif + + k = isnan (x) | (x == Inf) | !(p >= 0) | !(p <= 1); + pdf(k) = NaN; + + k = (x >= 0) & (x < Inf) & (x == fix (x)) & (p > 0) & (p <= 1); + if (isscalar (p)) + pdf(k) = p * ((1 - p) .^ x(k)); + else + pdf(k) = p(k) .* ((1 - p(k)) .^ x(k)); + endif + +endfunction + + +%!shared x,y +%! x = [-1 0 1 Inf]; +%! y = [0, 1/2, 1/4, NaN]; +%!assert(geopdf (x, 0.5*ones(1,4)), y); +%!assert(geopdf (x, 0.5), y); +%!assert(geopdf (x, 0.5*[-1 NaN 4 1]), [NaN NaN NaN y(4)]); +%!assert(geopdf ([x, NaN], 0.5), [y, NaN]); + +%% Test class of input preserved +%!assert(geopdf (single([x, NaN]), 0.5), single([y, NaN]), 5*eps("single")); +%!assert(geopdf ([x, NaN], single(0.5)), single([y, NaN]), 5*eps("single")); + +%% Test input validation +%!error geopdf () +%!error geopdf (1) +%!error geopdf (1,2,3) +%!error geopdf (ones(3),ones(2)) +%!error geopdf (ones(2),ones(3)) +%!error geopdf (i, 2) +%!error geopdf (2, i) +