Bayesian computation with R /
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY :
Springer,
c2007.
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| Subjects: |
Table of Contents:
- 1. An introduction to R
- 2. Introduction to Bayesian thinking
- 3. Single-parameter models
- 4. Multiparameter models
- 5. Introduction to Bayesian computation
- 6. Markov chain Monte Carlo methods
- 7. Hierarchical modeling
- 8. Model comparison
- 9. Regression models
- 10. Gibbs sampling
- 11. Using R to interface with WinBUGS.