Bayesian Model Selection for Incomplete Data Using the Posterior Predictive Distribution

Author:

Daniels Michael J.,Chatterjee Arkendu S.,Wang Chenguang

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Reference29 articles.

1. Bayesian model choice via Markov Chain Monte Carlo methods;Carlin;Journal of Royal Statistical Society, Series B,1995

2. Deviance information criteria for missing data models;Celeux;Bayesian Analysis,2006

3. Bayesian criterion based model assessment for categorical data;Chen;Biometrika,2004

4. Marginal likelihood from the Metropolis-Hastings output;Chib;Journal of the American Statistical Association,2001

5. Accept reject Metropolis Hastings sampling and marginal likelihood estimation;Chib;Statistica Nederlandica,2005

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