Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation - Ming T. Tan - Books - Taylor & Francis Ltd - 9781420077490 - August 26, 2009
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Ming T. Tan
Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation 1st edition

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Presents solutions to missing data problems through explicit or noniterative sampling calculation of Bayesian posteriors, based on the inverse Bayes formulae. This work focuses on exact numerical solutions, a conditional sampling approach via data augmentation, and a noniterative sampling approach via EM-type algorithms.

344 pages, 29 black & white illustrations, 46 black & white tables

Media Books     Hardcover Book   (Book with hard spine and cover)
Released August 26, 2009
ISBN13 9781420077490
Publishers Taylor & Francis Ltd
Pages 346
Dimensions 164 × 243 × 24 mm   ·   628 g
Language English  

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