Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC

Christophe Andrieu, Anthony Lee, Sam Power +1

We investigate the use of a certain class of functional inequalities known as weak Poincaré inequalities to bound convergence of Markov chains to equilibrium. We show that this ena…