Research Catalog

Bayesian missing data problems : EM, data augmentation and noniterative computation / Ming T. Tan, Guo-Liang Tian, Kai Wang Ng.

Title
Bayesian missing data problems : EM, data augmentation and noniterative computation / Ming T. Tan, Guo-Liang Tian, Kai Wang Ng.
Author
Tan, Ming T.
Publication
Boca Raton : Chapman & Hall/CRC, 2010.

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Details

Additional Authors
  • Tian, Guo-Liang.
  • Ng, Kai Wang.
Description
xviii, 328 p. : ill.; 25 cm.
Series Statement
Chapman & Hall/CRC biostatistics series ; 32
Uniform Title
Chapman & Hall/CRC biostatistics series ; 32.
Subject
  • Bayesian statistical decision theory
  • Missing observations (Statistics)
  • Bayes Theorem
Bibliography (note)
  • Includes bibliographical references (p. [298]-317) and index.
Processing Action (note)
  • committed to retain
Contents
Optimization, Monte Carlo simulation, and numerical integration -- Exact solutions -- Discrete missing data problems -- Computing posteriors in the EM-type structures -- Constrained parameter problems -- Checking compatibility and uniqueness -- Basic statistical distributions and stochastic processes.
ISBN
  • 9781420077490 (hardcover : alk. paper)
  • 142007749X (hardcover : alk. paper)
LCCN
^^2009028155
OCLC
427757157
Owning Institutions
Harvard Library