X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Funidpdf.m;fp=octave_packages%2Fm%2Fstatistics%2Fdistributions%2Funidpdf.m;h=a9cd5821585d66d80b7e1263633d854be4f54f42;hp=0000000000000000000000000000000000000000;hb=1c0469ada9531828709108a4882a751d2816994a;hpb=63de9f36673d49121015e3695f2c336ea92bc278 diff --git a/octave_packages/m/statistics/distributions/unidpdf.m b/octave_packages/m/statistics/distributions/unidpdf.m new file mode 100644 index 0000000..a9cd582 --- /dev/null +++ b/octave_packages/m/statistics/distributions/unidpdf.m @@ -0,0 +1,87 @@ +## Copyright (C) 2012 Rik Wehbring +## Copyright (C) 2007-2012 David Bateman +## +## 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} {} unidpdf (@var{x}, @var{n}) +## For each element of @var{x}, compute the probability density function +## (PDF) at @var{x} of a discrete uniform distribution which assumes +## the integer values 1--@var{n} with equal probability. +## +## Warning: The underlying implementation uses the double class and +## will only be accurate for @var{n} @leq{} @code{bitmax} +## (@w{@math{2^{53} - 1}} on IEEE-754 compatible systems). +## @end deftypefn + +function pdf = unidpdf (x, n) + + if (nargin != 2) + print_usage (); + endif + + if (! isscalar (n)) + [retval, x, n] = common_size (x, n); + if (retval > 0) + error ("unidpdf: X and N must be of common size or scalars"); + endif + endif + + if (iscomplex (x) || iscomplex (n)) + error ("unidpdf: X and N must not be complex"); + endif + + if (isa (x, "single") || isa (n, "single")) + pdf = zeros (size (x), "single"); + else + pdf = zeros (size (x)); + endif + + k = isnan (x) | ! (n > 0 & n == fix (n)); + pdf(k) = NaN; + + k = !k & (x >= 1) & (x <= n) & (x == fix (x)); + if (isscalar (n)) + pdf(k) = 1 / n; + else + pdf(k) = 1 ./ n(k); + endif + +endfunction + + +%!shared x,y +%! x = [-1 0 1 2 10 11]; +%! y = [0 0 0.1 0.1 0.1 0]; +%!assert(unidpdf (x, 10*ones(1,6)), y); +%!assert(unidpdf (x, 10), y); +%!assert(unidpdf (x, 10*[0 NaN 1 1 1 1]), [NaN NaN y(3:6)]); +%!assert(unidpdf ([x, NaN], 10), [y, NaN]); + +%% Test class of input preserved +%!assert(unidpdf (single([x, NaN]), 10), single([y, NaN])); +%!assert(unidpdf ([x, NaN], single(10)), single([y, NaN])); + +%% Test input validation +%!error unidpdf () +%!error unidpdf (1) +%!error unidpdf (1,2,3) +%!error unidpdf (ones(3),ones(2)) +%!error unidpdf (ones(2),ones(3)) +%!error unidpdf (i, 2) +%!error unidpdf (2, i) +