Bayesian Computation with R
His booksinclude Ordinal Data Modeling (with Val Johnson), Workshop Statistics: Discovery with Data, A Bayesian Approach (with Allan Rossman), and Bayesian Computation using Minitab
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Format: | eBook |
Language: | English |
Published: |
New York, NY
Springer New York
2007, 2007
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Edition: | 1st ed. 2007 |
Series: | Use R!
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Subjects: | |
Online Access: | |
Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- An Introduction to R
- to Bayesian Thinking
- Single-Parameter Models
- Multiparameter Models
- to Bayesian Computation
- Markov Chain Monte Carlo Methods
- Hierarchical Modeling
- Model Comparison
- Regression Models
- Gibbs Sampling
- Using R to Interface with WinBUGS.