Finite mixture models
McLachlan, Geoffrey J. 1946-
Finite mixture models [electronic resource] Geoffrey McLachlan, David Peel - New York Wiley c2000 - xxii, 419 σ. εικ. 25 εκ - Wiley series in probability and statistics. Applied probability and statistics section .
Περιέχει βιβλιογραφικές παραπομπές (σ. 349-393) and 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 -- Mixture software
0471721182 9780471721185
Πιθανότητες--Κατανομή
519.2
Finite mixture models [electronic resource] Geoffrey McLachlan, David Peel - New York Wiley c2000 - xxii, 419 σ. εικ. 25 εκ - Wiley series in probability and statistics. Applied probability and statistics section .
Περιέχει βιβλιογραφικές παραπομπές (σ. 349-393) and 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 -- Mixture software
0471721182 9780471721185
Πιθανότητες--Κατανομή
519.2
