The EM Algorithm and Related Statistical Models - Statistics: A Series of Textbooks and Monographs -  - Libros - Taylor & Francis Ltd - 9780367394936 - 17 de octubre de 2019
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The EM Algorithm and Related Statistical Models - Statistics: A Series of Textbooks and Monographs 1.º edición

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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.


250 pages

Medios de comunicación Libros     Paperback Book   (Libro con tapa blanda y lomo encolado)
Publicado 17 de octubre de 2019
ISBN13 9780367394936
Editores Taylor & Francis Ltd
Páginas 216
Dimensiones 150 × 220 × 10 mm   ·   453 g
Lengua Inglés  
Editor Watanabe, Michiko
Editor Yamaguchi, Kazunori

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