weibull_cdf.m

GNU Octave is a high-level language, primarily intended for numerical computations. It provides a c

## Copyright (C) 1995, 1996, 1997  Kurt Hornik
## 
## This program 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.
## 
## This program 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 this file.  If not, write to the Free Software Foundation,
## 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.

## usage:  weibull_cdf (x, alpha, sigma)
##
## Compute the cumulative distribution function (CDF) at x of the
## Weibull distribution with shape parameter alpha and scale parameter
## sigma, which is 1 - exp(-(x/sigma)^alpha), x >= 0.
  
## Author:  KH <[e-mail]>
## Description:  CDF of the Weibull distribution

function cdf = weibull_cdf (x, shape, scale)
  
  if (nargin != 3)
    usage ("weibull_cdf (x, alpha, sigma)");
  endif

  [retval, x, shape, scale] = common_size (x, shape, scale);
  if (retval > 0)
    error (["weibull_cdf:  ", ...
	    "x, alpha and sigma must be of common size or scalar"]);
  endif

  [r, c] = size (x);
  s = r * c;
  x = reshape (x, 1, s);
  shape = reshape (shape, 1, s);
  scale = reshape (scale, 1, s);

  cdf = NaN * ones (1, s);
  
  ok = ((shape > 0) & (shape < Inf) & (scale > 0) & (scale < Inf));
  
  k = find ((x <= 0) & ok);
  if any (k)
    cdf(k) = zeros (1, length (k));
  endif
  
  k = find ((x > 0) & (x < Inf) & ok);
  if any (k)
    cdf(k) = 1 - exp (- (x(k) ./ scale(k)) .^ shape(k));
  endif
  
  k = find ((x == Inf) & ok);
  if any (k)
    cdf(k) = ones (1, length (k));
  endif
  
  cdf = reshape (cdf, r, c);
  
endfunction