Bayesian model comparison and model averaging for small-area estimation

DOI10.1214/08-AOAS205zbMath1160.62021arXiv0905.3620OpenAlexW3099326312MaRDI QIDQ1018614

Murray Aitkin, Charles C. Liu, Tom Chadwick

Publication date: 20 May 2009

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0905.3620

zbMATH Keywords

model choicemodel averagingsmall-area estimationdeviance information criterioncancer ratesdeviance distributionsposterior shrinkage

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Medical applications (general) (92C50)

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• Inequalities between expected marginal log-likelihoods, with implications for likelihood-based model complexity and comparison measures
• A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models
• Bayesian Measures of Model Complexity and Fit
• Bayesian model comparison via parallel model output
• Deviance information criteria for missing data models

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