9. A Primer in Bayesian Data Analysis

  1. James R. Thompson

Published Online: 29 NOV 2011

DOI: 10.1002/9781118109656.ch9

Empirical Model Building: Data, Models, and Reality, Second Edition

Empirical Model Building: Data, Models, and Reality, Second Edition

How to Cite

Thompson, J. R. (2011) A Primer in Bayesian Data Analysis, in Empirical Model Building: Data, Models, and Reality, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118109656.ch9

Publication History

  1. Published Online: 29 NOV 2011
  2. Published Print: 24 OCT 2011

ISBN Information

Print ISBN: 9780470467039

Online ISBN: 9781118109656

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Keywords:

  • Bayesian data analysis;
  • EM algorithm;
  • data augmentation algorithm;
  • Gibbs sampler;
  • Bayes' theorem

Summary

This chapter contains sections titled:

  • Introduction

  • The EM Algorithm

  • The Data Augmentation Algorithm

  • The Gibbs Sampler

  • Conclusions