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 | ||
|
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 | ||
|
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 | ||
|