Articles with "scan gibbs" as a keyword



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A Hybrid Scan Gibbs Sampler for Bayesian Models with Latent Variables

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Published in 2021 at "Statistical Science"

DOI: 10.1214/20-sts788

Abstract: Gibbs sampling is a widely popular Markov chain Monte Carlo algorithm that can be used to analyze intractable posterior distributions associated with Bayesian hierarchical models. There are two standard versions of the Gibbs sampler: The… read more here.

Keywords: gibbs sampler; hybrid scan; scan gibbs; latent variables ... See more keywords