Importance sampling correction versus standard averages of reversible MCMCs in terms of the asymptotic variance

Jordan Franks, Matti Vihola

We establish an ordering criterion for the asymptotic variances of two consistent Markov chain Monte Carlo (MCMC) estimators: an importance sampling (IS) estimator, based on an app…