Nonasymptotic bounds on the estimation error for regenerative MCMC algorithms

Krzysztof Latuszynski, Blazej Miasojedow, Wojciech Niemiro

MCMC methods are used in Bayesian statistics not only to sample from posterior distributions but also to estimate expectations. Underlying functions are most often defined on a con…