Unbiased Markov Chain Monte Carlo: what, why, and how

Yves F. Atchadé, Pierre E. Jacob

This document presents methods to remove the initialization or burn-in bias from Markov chain Monte Carlo (MCMC) estimates, with consequences on parallel computing, convergence dia…