Bayesian computation with R [electronic resource] / Jim Albert.
Saved in:
| Online Access: |
Full Text (via Springer) |
|---|---|
| Main Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York :
Springer,
©2009.
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| Edition: | 2nd ed. |
| Series: | Use R!
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| Subjects: |
Table of Contents:
- An introduction to R
- Introduction to Bayesian thinking
- Single-parameter models
- Multiparameter models
- Introduction to Bayesian computation
- Markov chain Monte Carlo methods
- Hierarchical modeling
- Model comparison
- Regression models
- Gibbs sampling
- Using R to interface with WinBUGS.