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