Woolz Image Processing  Version 1.8.3
AlgMixture.c File Reference

Provides a function for computing the maximum liklihood parameters of a mixture of distributions which fit the given data. More...

Functions

AlgError AlgMixtureMLG (int nDbn, int nCls, double samOrg, double samItv, double *freq, double *alpha, double *mu, double *sd, double tol, double sumFreq, double *dstLL, int *dstNItn)
 Computes the maximum liklihood estimate of the parameters of a mixture of normal distributions which best fit the give frequencies. These parameters are the miximg proportions, means, and standard deviations. The log-liklihood and the number of iterations are also computed. This algorithm is based on the article: Agha M. and Ibrahim M.T. Maximum Liklihood Estimation of Mixtures of Distributions AS203 Applied Statistics 33(3):327-332, 1984. More...
 
AlgError AlgMixtureSyn (int nCls, int *synFreq, int nObv, double synOrg, double synStep, int nDbn, double *alpha, double *mu, double *sigma)
 Synthesise a mixture of normal distributions. More...
 

Detailed Description

Provides a function for computing the maximum liklihood parameters of a mixture of distributions which fit the given data.

Author
Bill Hill
Date
January 2000
Version
Id
02f7b87794df50503689b5cd00c296cf7925edb2
Address: MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK.
Copyright (C), [2012], The University Court of the University of Edinburgh, Old College, Edinburgh, UK.

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 of the License, 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 program; if not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.