Bayesian Missing Data Problems

Guo-Liang Tian, Kai Wang Ng, Ming T. Tan

Taylor & Francis Ltd, 2009

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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.

ISBN-13
9781420077490
ISBN-10
142007749X
Publisher
Taylor & Francis Ltd
Year
2009
Publication date
2009-08-26
Pages
346
Dimensions
243x164x24
Weight
628