Markov Interacting Importance Samplers

Eduardo F. Mendes, Marcel Scharth, Robert Kohn

We introduce a new Markov chain Monte Carlo (MCMC) sampler called the Markov Interacting Importance Sampler (MIIS). The MIIS sampler uses conditional importance sampling (IS) appro…