Bayesian model selection and statistical modeling/
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Boca Rota, Florida:
CRC Press,
c2010
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| Series: | Statistics (CRC Press)
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| Subjects: |
Table of Contents:
- Introduction to Bayesian analysis
- Asymptotic approach for Bayesian inference
- Computational approach for Bayesian inference
- Bayesian approach for model selection
- Simulation approach for computing the marginal likelihood
- Various Bayesian model selection criteria
- Theoretical development and comparisons
- Bayesian model averaging.