Mercurial > hg > octave-nkf
diff scripts/statistics/distributions/expcdf.m @ 5410:56e066f5efc1
[project @ 2005-07-13 17:43:35 by jwe]
author | jwe |
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date | Wed, 13 Jul 2005 17:43:35 +0000 |
parents | |
children | bee21f388110 |
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new file mode 100644 --- /dev/null +++ b/scripts/statistics/distributions/expcdf.m @@ -0,0 +1,74 @@ +## 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} {} exponential_cdf (@var{x}, @var{lambda}) +## For each element of @var{x}, compute the cumulative distribution +## function (CDF) at @var{x} of the exponential distribution with +## parameter @var{lambda}. +## +## The arguments can be of common size or scalar. +## @end deftypefn + +## Author: KH <Kurt.Hornik@ci.tuwien.ac.at> +## Description: CDF of the exponential distribution + +function cdf = exponential_cdf (x, l) + + if (nargin != 2) + usage ("exponential_cdf (x, lambda)"); + endif + + if (!isscalar (x) && !isscalar(l)) + [retval, x, l] = common_size (x, l); + if (retval > 0) + error ("exponential_cdf: x and lambda must be of common size or scalar"); + endif + endif + + if (isscalar (x)) + sz = size (l); + else + sz = size (x); + endif + + cdf = zeros (sz); + + k = find (isnan (x) | !(l > 0)); + if (any (k)) + cdf(k) = NaN; + endif + + k = find ((x == Inf) & (l > 0)); + if (any (k)) + cdf(k) = 1; + endif + + k = find ((x > 0) & (x < Inf) & (l > 0)); + if (any (k)) + if isscalar (l) + cdf (k) = 1 - exp (- l .* x(k)); + elseif isscalar (x) + cdf (k) = 1 - exp (- l(k) .* x); + else + cdf (k) = 1 - exp (- l(k) .* x(k)); + endif + endif + +endfunction