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Nonparametric Bayes local partition models for random effects

This paper focuses on the problem of choosing a prior for an unknown random effects distribution within a Bayesian hierarchical model. The goal is to obtain a sparse representation by allowing a combination of global and local borrowing of information. A local partition process prior is proposed, wh...

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Detaylı Bibliyografya
Yazar: DUNSON, DAVID B.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2009
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3663599/
https://ncbi.nlm.nih.gov/pubmed/23710074
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asp021
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