view scripts/statistics/distributions/logistic_inv.m @ 3922:38c61cbf086c

[project @ 2002-05-01 06:48:35 by jwe]
author jwe
date Wed, 01 May 2002 06:48:36 +0000
parents 434790acb067
children 265d566cc770
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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, 59 Temple Place - Suite 330, Boston, MA
## 02111-1307, USA.

## -*- texinfo -*-
## @deftypefn {Function File} {} logistic_inv (@var{x})
## For each component of @var{x}, compute the quantile (the inverse of
## the CDF) at @var{x} of the logistic distribution.
## @end deftypefn

## Author: KH <Kurt.Hornik@ci.tuwien.ac.at>
## Description: Quantile function of the logistic distribution

function inv = logistic_inv (x)

  if (nargin != 1)
    usage ("logistic_inv (x)");
  endif

  [r, c] = size (x);
  s = r * c;
  x = reshape (x, 1, s);
  inv = zeros (1, s);

  k = find ((x < 0) | (x > 1) | isnan (x));
  if (any (k))
    inv(k) = NaN * ones (1, length (k));
  endif

  k = find (x == 0);
  if (any (k))
    inv(k) = (-Inf) * ones (1, length (k));
  endif

  k = find (x == 1);
  if (any (k))
    inv(k) = Inf * ones (1, length (k));
  endif

  k = find ((x > 0) & (x < 1));
  if (any (k))
    inv (k) = - log (1 ./ x(k) - 1);
  endif

  inv = reshape (inv, r, c);

endfunction