Pseudo-marginal Metropolis--Hastings using averages of unbiased estimators

Chris Sherlock, Alexandre Thiery, Anthony Lee

We consider a pseudo-marginal Metropolis--Hastings kernel $P_m$ that is constructed using an average of $m$ exchangeable random variables, as well as an analogous kernel $P_s$ that…