Correlated pseudo-marginal Metropolis-Hastings using quasi-Newton proposals

Johan Dahlin, Adrian Wills, Brett Ninness

Pseudo-marginal Metropolis-Hastings (pmMH) is a versatile algorithm for sampling from target distributions which are not easy to evaluate point-wise. However, pmMH requires good pr…