Articles liés à The EM Algorithm and Related Statistical Models

The EM Algorithm and Related Statistical Models - Couverture rigide

Livre 17 sur 88: Statistics: A Series of Textbooks and Monographs
 
9780824747015: The EM Algorithm and Related Statistical Models
Couverture rigide
ISBN 10 : 0824747011 ISBN 13 : 9780824747015
Editeur : CRC Press, 2019

Synopsis

Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data problems. The text covers current topics including statistical models with latent variables, as well as neural network models, and Markov Chain Monte Carlo methods. It describes software resources valuable for the processing of the EM algorithm with incomplete data and for general analysis of latent structure models of categorical data, and studies accelerated versions of the EM algorithm.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Michiko Watanabe, Kazunori Yamaguchi

À propos de la quatrième de couverture

Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data problems. The text covers current topics including statistical models with latent variables, as well as neural network models, and Markov Chain Monte Carlo methods. It describes software resources valuable for the processing of the EM algorithm with incomplete data and for general analysis of latent structure models of categorical data, and studies accelerated versions of the EM algorithm.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2019
Langue
anglais
ISBN 10 
0824747011
ISBN 13 
9780824747015
Reliure
Relié
Nombre de pages
250
Éditeur
Watanabe Michiko, Yamaguchi Kazunori
Coordonnées du fabricant
CRC Press
https://www.routledge-ny.com

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Personne responsable
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Autres éditions populaires du même titre

9780367394936: The EM Algorithm and Related Statistical Models

Edition présentée

ISBN 10 :  0367394936 ISBN 13 :  9780367394936
Editeur : CRC Press, 2019
Couverture souple