Title Statements
- Full title :Bayesian model selection and statistical modeling / Tomohiro Ando.
Edition Statements
- Publication Date:2010.
Publication Statements
- Publisher(s):Chapman & Hall/CRC
- Place of Publication:Boca Raton
- Language:eng
- Publication Date:2010.
The Physical Object
- Description:1 online resource (330 pages)
Edition Identifiers
- ISBN:9781439836156, 1439836159
- DOI:10.1201/EBK1439836149
- oclc:on1069647325
- LC Classification:QA279.5
- Dewey Decimal:519.542
Table of Contents
Chapter 1 Introduction -- chapter 2 Introduction to Bayesian analysis -- chapter 3 Asymptotic approach for Bayesian inference -- chapter 4 Computational approach for Bayesian inference -- chapter 5 Bayesian approach for model selection -- chapter 6 Simulation approach for computing the marginal likelihood -- chapter 7 Various Bayesian model selection criteria -- chapter 8 Theoretical development and comparisons -- chapter 9 Bayesian model averaging.
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