Markov Chain Monte Carlo Methods, a survey with some frequent misunderstandings

01/17/2020

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by   Christian P. Robert, et al.

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In this chapter, we review some of the most standard MCMC tools used in Bayesian computation, along with vignettes on standard misunderstandings of these approaches taken from Q & A's on the forum Cross-validated answered by the first author.