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Spiked Dirichlet Process Prior for Bayesian Multiple Hypothesis Testing in Random Effects Models

We propose a Bayesian method for multiple hypothesis testing in random effects models that uses Dirichlet process (DP) priors for a nonparametric treatment of the random effects distribution. We consider a general model formulation which accommodates a variety of multiple treatment conditions. A key...

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Détails bibliographiques
Auteurs principaux: Kim, Sinae, Dahl, David B., Vannucci, Marina
Format: Artigo
Langue:Inglês
Publié: 2009
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3741668/
https://ncbi.nlm.nih.gov/pubmed/23950766
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/09-BA426
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