The EM Algorithm and Extensions

书名：The EM Algorithm and Extensions
作者：McLachlan/Krishnan
译者：
ISBN：9780471201700
出版社：JohnWiley&Sons
出版时间：2008-2-28
格式：epub/mobi/azw3/pdf
页数：400
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书籍简介：

在线阅读本书 The EM Algorithm and Extensions remains the only single source to offer a complete and unified treatment of the theory, methodology, and applications of the EM algorithm. The highly applied area of statistics here outlined involves applications in regression, medical imaging, finite mixture analysis, robust statistical modeling, survival analysis, and repeated–measures designs, among other areas. The text includes newly added and updated results on convergence, and new discussion of categorical data, numerical differentiation, and variants of the EM algorithm. It also explores the relationship between the EM algorithm and the Gibbs sampler and Markov Chain Monte Carlo methods.

作者简介：

书友短评：

@ 王晓辰 看得比较泛，储备 @ Jancsi 内容全面，很棒的EM算法教科书 @ 王晓辰 看得比较泛，储备 @ Jancsi 内容全面，很棒的EM算法教科书

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