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Models
  Finite Mixture Models
ISBN: 978-0-471-00626-8
Hardcover
456 pages
October 2000
US $175.00
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General Introduction.
ML Fitting of Mixture Models.
Multivariate Normal Mixtures.
Bayesian Approach to Mixture Analysis.
Mixtures with Nonnormal Components.
Assessing the Number of Components in Mixture Models.
Multivariate t Mixtures.
Mixtures of Factor Analyzers.
Fitting Mixture Models to Binned Data.
Mixture Models for Failure-Time Data.
Mixture Analysis of Directional Data.
Variants of the EM Algorithm for Large Databases.
Hidden Markov Models.
Appendices.
References.
Indexes.
ML Fitting of Mixture Models.
Multivariate Normal Mixtures.
Bayesian Approach to Mixture Analysis.
Mixtures with Nonnormal Components.
Assessing the Number of Components in Mixture Models.
Multivariate t Mixtures.
Mixtures of Factor Analyzers.
Fitting Mixture Models to Binned Data.
Mixture Models for Failure-Time Data.
Mixture Analysis of Directional Data.
Variants of the EM Algorithm for Large Databases.
Hidden Markov Models.
Appendices.
References.
Indexes.
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