Chapter 1. The Basis for, and Advantages of, Bayesian Model Estimation via Repeated Sampling

  1. Peter Congdon

Published Online: 13 MAY 2003

DOI: 10.1002/0470867159.ch1

Applied Bayesian Modelling

Applied Bayesian Modelling

How to Cite

Congdon, P. (2003) The Basis for, and Advantages of, Bayesian Model Estimation via Repeated Sampling, in Applied Bayesian Modelling, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/0470867159.ch1

Author Information

  1. Queen Mary, University of London, UK

Publication History

  1. Published Online: 13 MAY 2003
  2. Published Print: 11 MAR 2003

Book Series:

  1. Wiley Series in Probability and Statistics

Book Series Editors:

  1. Walter A. Shewhart and
  2. Samuel S. Wilks

ISBN Information

Print ISBN: 9780471486954

Online ISBN: 9780470867150

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Summary

This chapter contains sections titled:

  • Introduction

  • Gibbs Sampling

  • Simulating Random Variables from Standard Densities

  • Monitoring MCMC Chains and Assessing Convergence

  • Model Assessment and Sensitivity

  • Review

  • References