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Advances in Complex Function Theory (Lecture Notes in Mathematics) by W. E. Kirwan (Repost)
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Mathematics The EM Algorithm and Extensions (Wiley Series in Probability and Statistics)
Posted on 2010-04-15
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Author: Thriyambakam Krishnan, Geoffrey J. McLachlan
Publisher: Wiley-Interscience (2008) Binding: Hardcover, 360 pages pricer: $99.95 ISBN-10: 0471201707 editorialreviews 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. checked
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