9. A Primer in Bayesian Data Analysis
Published Online: 29 NOV 2011
DOI: 10.1002/9781118109656.ch9
Copyright © 2011 John Wiley & Sons, Inc. All rights reserved.
Book Title
Empirical Model Building: Data, Models, and Reality, Second Edition
Additional Information
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
- Published Online: 29 NOV 2011
- Published Print: 24 OCT 2011
Book Series:
ISBN Information
Print ISBN: 9780470467039
Online ISBN: 9781118109656
- Summary
- Chapter
- References
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