The Em Algorithm and Related Statistical Models (Statistics PDF ePub eBook

Books Info:

The Em Algorithm and Related Statistical Models (Statistics free pdf 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.

About Michiko Watanabe

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Details Book

Author : Michiko Watanabe
Publisher : Marcel Dekker Inc
Data Published : 15 October 2003
ISBN : 0824747011
EAN : 9780824747015
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 250 pages
Age + : 15 years
Language : English
Rating :

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  • The Em Algorithm and Related Statistical Models (Statistics free pdfThe Em Algorithm and Related Statistical Models (Statistics

    . 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 inf