4.1 Article

Bayesian model selection and model averaging

期刊

JOURNAL OF MATHEMATICAL PSYCHOLOGY
卷 44, 期 1, 页码 92-107

出版社

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1006/jmps.1999.1278

关键词

AIC; Bayes factors; BIC; consistency; default Bayes methods; Markov chain Monte Carlo

向作者/读者索取更多资源

This paper reviews the Bayesian approach to model selection and model averaging. In this review, I emphasize objective Bayesian methods based on noninformative priors. I will also discuss implementation details, approximations. and relationships ro other methods. (C) 2000 Academic Press.

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