The EM Algorithm and Related Statistical Models 2025 pdf epub mobi 电子书

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发表于2025-01-08

The EM Algorithm and Related Statistical Models 2025 pdf epub mobi 电子书

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出版者:Marcel Dekker Inc

作者:Watanabe, Michiko (EDT)/ Yamaguchi, Kazunori (EDT)

出品人:

页数:250

译者:

出版时间:2003-10

价格:$ 111.81

装帧:HRD

isbn号码:9780824747015

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The EM Algorithm and Related Statistical Models 2025 pdf epub mobi 电子书图书描述

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.

The EM Algorithm and Related Statistical Models 2025 pdf epub mobi 电子书

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