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Finite mixture models [[electronic resource] /] / Geoffrey McLachlan, David Peel
Finite mixture models [[electronic resource] /] / Geoffrey McLachlan, David Peel
Autore McLachlan Geoffrey J. <1946->
Pubbl/distr/stampa New York, : Wiley, c2000
Descrizione fisica 1 online resource (450 p.)
Disciplina 519
519.2
519.532
Altri autori (Persone) PeelDavid <1971->
Collana Wiley series in probability and statistics. Applied probability and statistics section
Soggetto topico Mixture distributions (Probability theory)
Mathematics
ISBN 1-280-26492-6
9786610264926
0-470-34190-4
0-471-65406-X
0-471-72118-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Preface; 1 General Introduction; 2 ML Fitting of Mixture Models; 3 Multivariate Normal Mixtures; 4 Bayesian Approach to Mixture Analysis; 5 Mixtures with Nonnormal Components; 6 Assessing the Number of Components in Mixture Models; 7 Multivariate t Mixtures; 8 Mixtures of Factor Analyzers; 9 Fitting Mixture Models to Binned Data; 10 Mixture Models for Failure-Time Data; 11 Mixture Analysis of Directional Data; 12 Variants of the EM Algorithm for Large Databases; 13 Hidden Markov Models; Appendix: Mixture Software; References; Author Index; Subject Index
Record Nr. UNINA-9910143199603321
McLachlan Geoffrey J. <1946->  
New York, : Wiley, c2000
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Finite mixture models [[electronic resource] /] / Geoffrey McLachlan, David Peel
Finite mixture models [[electronic resource] /] / Geoffrey McLachlan, David Peel
Autore McLachlan Geoffrey J. <1946->
Pubbl/distr/stampa New York, : Wiley, c2000
Descrizione fisica 1 online resource (450 p.)
Disciplina 519
519.2
519.532
Altri autori (Persone) PeelDavid <1971->
Collana Wiley series in probability and statistics. Applied probability and statistics section
Soggetto topico Mixture distributions (Probability theory)
Mathematics
ISBN 1-280-26492-6
9786610264926
0-470-34190-4
0-471-65406-X
0-471-72118-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Preface; 1 General Introduction; 2 ML Fitting of Mixture Models; 3 Multivariate Normal Mixtures; 4 Bayesian Approach to Mixture Analysis; 5 Mixtures with Nonnormal Components; 6 Assessing the Number of Components in Mixture Models; 7 Multivariate t Mixtures; 8 Mixtures of Factor Analyzers; 9 Fitting Mixture Models to Binned Data; 10 Mixture Models for Failure-Time Data; 11 Mixture Analysis of Directional Data; 12 Variants of the EM Algorithm for Large Databases; 13 Hidden Markov Models; Appendix: Mixture Software; References; Author Index; Subject Index
Record Nr. UNINA-9910830949803321
McLachlan Geoffrey J. <1946->  
New York, : Wiley, c2000
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Finite mixture models / / Geoffrey McLachlan, David Peel
Finite mixture models / / Geoffrey McLachlan, David Peel
Autore McLachlan Geoffrey J. <1946->
Pubbl/distr/stampa New York, : Wiley, c2000
Descrizione fisica 1 online resource (450 p.)
Disciplina 519.2
Altri autori (Persone) PeelDavid <1971->
Collana Wiley series in probability and statistics. Applied probability and statistics section
Soggetto topico Mixture distributions (Probability theory)
Mathematics
ISBN 1-280-26492-6
9786610264926
0-470-34190-4
0-471-65406-X
0-471-72118-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Preface; 1 General Introduction; 2 ML Fitting of Mixture Models; 3 Multivariate Normal Mixtures; 4 Bayesian Approach to Mixture Analysis; 5 Mixtures with Nonnormal Components; 6 Assessing the Number of Components in Mixture Models; 7 Multivariate t Mixtures; 8 Mixtures of Factor Analyzers; 9 Fitting Mixture Models to Binned Data; 10 Mixture Models for Failure-Time Data; 11 Mixture Analysis of Directional Data; 12 Variants of the EM Algorithm for Large Databases; 13 Hidden Markov Models; Appendix: Mixture Software; References; Author Index; Subject Index
Record Nr. UNINA-9910877772003321
McLachlan Geoffrey J. <1946->  
New York, : Wiley, c2000
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui