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The EM Algorithm and Extensions, 2nd Edition
The EM Algorithm and Extensions, 2nd Edition
Geoffrey J. McLachlan, The Univ. of Queensland, St. Lucia, Australia
Thriyambakam Krishnan, Systat Software Asia-Pacific Pvt., Ltd, Bangalore, India
ISBN: 978-0-471-20170-0
©2008
360 pages
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TITLE INFORMATION
Description  |  Author Info  |  Table of Contents  |  New to This Edition  |  Hallmark Features  |  Sample Chapters
New to This Edition
  • Newly added and updated results on convergence.
  • Additional discussion of categorical data, numerical differentiation, and variants of the EM algorithm.
  • Exploration of the relationship between the EM algorithm and the Gibbs sampler and Markov Chain Monte Carlo methods.
 

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