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The EM Algorithm and Related Statistical Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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

Marcel Dekker Inc

译者

2003-10 出版日期

250 页数

$ 111.81 价格

HRD

丛书系列

9780824747015 图书编码

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The EM Algorithm and Related Statistical Models 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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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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