Finite mixture models

• Main Author: McLachlan, Geoffrey J. 1946-
• Corporate Author: John Wiley & Sons
• Other Authors: Peel, David 1971-
• Format: Electronic Book
• Language: English
• Published: New York Wiley c2000
• Series: Wiley series in probability and statistics. Applied probability and statistics section
• Subjects: Πιθανότητες > Κατανομή

Table of Contents:

• 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
• Mixture software