Properties and Implementation of Jeffreys’s Prior in Binomial Regression Models

DOI10.1198/016214508000000779zbMath1286.62064OpenAlexW2058251410WikidataQ37187402 ScholiaQ37187402MaRDI QIDQ5414037

Sungduk Kim, Ming-Hui Chen, Joseph G. Ibrahim

Publication date: 2 May 2014

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc2680313

zbMATH Keywords

importance samplingtail behaviornormalizing constantBayes information criterion

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12)

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Posterior propriety for Bayesian binomial regression models with a parametric family of link functions ⋮ Catalytic prior distributions with application to generalized linear models ⋮ Informative \(g\)-priors for logistic regression ⋮ Reference priors for exponential families with increasing dimension ⋮ Hyper nonlocal priors for variable selection in generalized linear models ⋮ Bayesian comparative study on binary time series ⋮ On the Complexity of Logistic Regression Models

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