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EM Algorithm and Related Statistical Models
Language
English
English
E-book
Adobe ePub DRM
Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statisti...
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Libristo code: 39949648
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237 b
237 b
98.01
€
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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.
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About the book
Full name
EM Algorithm and Related Statistical Models
Author
Michiko Watanabe, Kazunori Yamaguchi
Language
English
English
Binding
E-book - Adobe ePub DRM
Date of issue
2003
Number of pages
250
EAN
9781135524661
Libristo code
39949648
Publishers
CRC Press
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