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Bayesian Variable Selection via Particle Stochastic Search

We focus on Bayesian variable selection in regression models. One challenge is to search the huge model space adequately, while identifying high posterior probability regions. In the past decades, the main focus has been on the use of Markov chain Monte Carlo (MCMC) algorithms for these purposes. In...

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Hlavní autoři: Shi, Minghui, Dunson, David B.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2011
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3029030/
https://ncbi.nlm.nih.gov/pubmed/21278860
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2010.10.011
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