Variance Reduction for the Independent Metropolis Sampler

Siran Liu, Petros Dellaportas, Michalis K. Titsias

Assume that we would like to estimate the expected value of a function $F$ with respect to an intractable density $\ddot{I}€$, which is specified up to some unknown normalising constant.…