The Em Algorithm and Related Statistical Models
商品資訊
系列名：Statistics: A Series of Textbooks and Monogrphs
ISBN13：9780824747015
出版社：Taylor & Francis
作者：Michiko Watanabe (EDT); Kazunori Yamaguchi (EDT)
出版日：2003/10/01
裝訂／頁數：精裝／250頁
規格：22.9cm*15.2cm*1.9cm (高/寬/厚)
定價
：NT$ 9600 元若需訂購本書，請電洽客服 02-25006600[分機130、131]。
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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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