Finite mixture models

Bibliographic Details
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:
Online Access:http://dx.doi.org/10.1002/0471721182
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