Mercurial > hg > octave-avbm
view scripts/statistics/distributions/betapdf.m @ 5428:2a16423e4aa0
[project @ 2005-08-23 18:38:27 by jwe]
author | jwe |
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date | Tue, 23 Aug 2005 18:38:28 +0000 |
parents | bee21f388110 |
children | 34f96dd5441b |
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## Copyright (C) 1995, 1996, 1997 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 2, 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, write to the Free ## Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA ## 02110-1301, USA. ## -*- texinfo -*- ## @deftypefn {Function File} {} betapdf (@var{x}, @var{a}, @var{b}) ## For each element of @var{x}, returns the PDF at @var{x} of the beta ## distribution with parameters @var{a} and @var{b}. ## @end deftypefn ## Author: KH <Kurt.Hornik@wu-wien.ac.at> ## Description: PDF of the Beta distribution function pdf = betapdf (x, a, b) if (nargin != 3) usage ("betapdf (a, b, x)"); endif if (!isscalar (a) || !isscalar(b)) [retval, x, a, b] = common_size (x, a, b); if (retval > 0) error ("betapdf: x, a and b must be of common size or scalar"); endif endif sz = size (x); pdf = zeros (sz); k = find (!(a > 0) | !(b > 0) | isnan (x)); if (any (k)) pdf (k) = NaN; endif k = find ((x > 0) & (x < 1) & (a > 0) & (b > 0)); if (any (k)) if (isscalar(a) && isscalar(b)) pdf(k) = exp ((a - 1) .* log (x(k)) + (b - 1) .* log (1 - x(k))) ./ beta (a, b); else pdf(k) = exp ((a(k) - 1) .* log (x(k)) + (b(k) - 1) .* log (1 - x(k))) ./ beta (a(k), b(k)); endif endif endfunction