The EM Algorithm and Related Statistical Models: 170 (Statistics: A Series of Textbooks and Monographs) - Tapa dura

Libro 17 de 88: Statistics: A Series of Textbooks and Monographs
 
9780824747015: The EM Algorithm and Related Statistical Models: 170 (Statistics: A Series of Textbooks and Monographs)
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ISBN 10: 0824747011 ISBN 13: 9780824747015
Editorial: CRC Press, 2019

Sinopsis

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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Acerca del autor

Michiko Watanabe, Kazunori Yamaguchi

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CRC Press
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0824747011
ISBN 13 
9780824747015
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
216
Editor
Watanabe Michiko, Yamaguchi Kazunori
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9780367394936: The EM Algorithm and Related Statistical Models: 170 (Statistics: A Series of Textbooks and Monographs)

Edición Destacada

ISBN 10:  0367394936 ISBN 13:  9780367394936
Editorial: CRC Press, 2019
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