mixtools: An R Package for Analyzing Mixture Models

mixtools: An R Package for Analyzing Mixture Models

The <b>mixtools</b> package for <code>R</code> provides a set of functions for analyzing a variety of finite mixture models. These functions include both traditional methods, such as EM algorithms for univariate and multivariate normal mixtures, and newer methods that reflec...

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Bibliographic Details
Main Authors: Tatiana Benaglia, Didier Chauveau, David R. Hunter, Derek S. Young
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2009-10-01
Series:Journal of Statistical Software
Subjects:
cutpoint
EM algorithm
mixture of regressions
model-based clustering
nonparametric mixture
semiparametric mixture
unsupervised clustering
Online Access:http://www.jstatsoft.org/v32/i06/paper

Internet

http://www.jstatsoft.org/v32/i06/paper

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