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The EM Algorithm and Related Statistical Models (Statistics: a Series of Textbooks and Monographs, 170, Band 170) - Softcover

Buch 17 von 88: Statistics: A Series of Textbooks and Monographs
 
9780367394936: The EM Algorithm and Related Statistical Models (Statistics: a Series of Textbooks and Monographs, 170, Band 170)
Softcover
ISBN 10: 0367394936 ISBN 13: 9780367394936
Verlag: CRC Press, 2019

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Michiko Watanabe, Kazunori Yamaguchi

Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
CRC Press
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
0367394936
ISBN 13 
9780367394936
Einband
Taschenbuch
Anzahl der Seiten
250
Herausgeber
Watanabe Michiko, Yamaguchi Kazunori
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland