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

Christian P. Robert, Wu Changye

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 \&…