Mercurial > hg > octave-lyh
view scripts/statistics/distributions/logninv.m @ 5687:a2902024bc4e
[project @ 2006-03-16 20:22:40 by jwe]
author | jwe |
---|---|
date | Thu, 16 Mar 2006 20:22:41 +0000 |
parents | 2a16423e4aa0 |
children | fe226f54d259 |
line wrap: on
line source
## 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} {} logninv (@var{x}, @var{a}, @var{v}) ## For each element of @var{x}, compute the quantile (the inverse of the ## CDF) at @var{x} of the lognormal distribution with parameters @var{a} ## and @var{v}. If a random variable follows this distribution, its ## logarithm is normally distributed with mean @code{log (@var{a})} and ## variance @var{v}. ## ## Default values are @var{a} = 1, @var{v} = 1. ## @end deftypefn ## Author: KH <Kurt.Hornik@wu-wien.ac.at> ## Description: Quantile function of the log normal distribution function inv = logninv (x, a, v) if (! ((nargin == 1) || (nargin == 3))) usage ("logninv (x, a, v)"); endif if (nargin == 1) a = 1; v = 1; endif ## The following "straightforward" implementation unfortunately does ## not work (because exp (Inf) -> NaN): ## inv = exp (normal_inv (x, log (a), v)); ## Hence ... if (!isscalar (a) || !isscalar (v)) [retval, x, a, v] = common_size (x, a, v); if (retval > 0) error ("logninv: x, a and v must be of common size or scalars"); endif endif inv = zeros (size (x)); k = find (!(x >= 0) | !(x <= 1) | !(a > 0) | !(a < Inf) | !(v > 0) | !(v < Inf)); if (any (k)) inv(k) = NaN; endif k = find ((x == 1) & (a > 0) & (a < Inf) & (v > 0) & (v < Inf)); if (any (k)) inv(k) = Inf; endif k = find ((x > 0) & (x < 1) & (a > 0) & (a < Inf) & (v > 0) & (v < Inf)); if (any (k)) if (isscalar (a) && isscalar (v)) inv(k) = a .* exp (sqrt (v) .* stdnormal_inv (x(k))); else inv(k) = a(k) .* exp (sqrt (v(k)) .* stdnormal_inv (x(k))); endif endif endfunction