Mercurial > hg > octave-avbm
view scripts/statistics/distributions/logncdf.m @ 7017:a1dbe9d80eee
[project @ 2007-10-12 21:27:11 by jwe]
author | jwe |
---|---|
date | Fri, 12 Oct 2007 21:27:37 +0000 |
parents | 93c65f2a5668 |
children | 1740012184f9 |
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## Copyright (C) 1995, 1996, 1997, 2005, 2006, 2007 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 ## <http://www.gnu.org/licenses/>. ## -*- texinfo -*- ## @deftypefn {Function File} {} logncdf (@var{x}, @var{mu}, @var{sigma}) ## For each element of @var{x}, compute the cumulative distribution ## function (CDF) at @var{x} of the lognormal distribution with ## parameters @var{mu} and @var{sigma}. If a random variable follows this ## distribution, its logarithm is normally distributed with mean ## @var{mu} and standard deviation @var{sigma}. ## ## Default values are @var{mu} = 1, @var{sigma} = 1. ## @end deftypefn ## Author: KH <Kurt.Hornik@wu-wien.ac.at> ## Description: CDF of the log normal distribution function cdf = logncdf (x, mu, sigma) if (! ((nargin == 1) || (nargin == 3))) print_usage (); endif if (nargin == 1) mu = 0; sigma = 1; endif ## The following "straightforward" implementation unfortunately does ## not work (because exp (Inf) -> NaN etc): ## cdf = normal_cdf (log (x), log (mu), sigma); ## Hence ... if (!isscalar (mu) || !isscalar (sigma)) [retval, x, mu, sigma] = common_size (x, mu, sigma); if (retval > 0) error ("logncdf: x, mu and sigma must be of common size or scalars"); endif endif cdf = zeros (size (x)); k = find (isnan (x) | !(sigma > 0) | !(sigma < Inf)); if (any (k)) cdf(k) = NaN; endif k = find ((x == Inf) & (sigma > 0) & (sigma < Inf)); if (any (k)) cdf(k) = 1; endif k = find ((x > 0) & (x < Inf) & (sigma > 0) & (sigma < Inf)); if (any (k)) if (isscalar (mu) && isscalar (sigma)) cdf(k) = stdnormal_cdf ((log (x(k)) - mu) / sigma); else cdf(k) = stdnormal_cdf ((log (x(k)) - mu(k)) ./ sigma(k)); endif endif endfunction