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The EM Algorithm and Related Statistical Models (Statistics: a Series of Textbooks and Monographs)

Posted By : nambkhn | Date : 15 Oct 2010 17:23:00 | Comments : 0 |
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The EM Algorithm and Related Statistical Models (Statistics: a Series of Textbooks and Monographs)
By Michiko Watanabe, Kazunori Yamaguchi

Publisher: CRC Press | 2003 | 250 Pages | ISBN: 0824747011 | PDF | 5.01 MB

Provides a comprehensive description on a method of constructing a statistical model when only incomplete data is available, and then proposes specific estimation algorithms for solving various individual incomplete data problems. Discusses the realistic problems on the processing of missing values commonly seen in multidimensional data and the various methods to cope with them.


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