Using parallel computation to improve Independent Metropolis--Hastings based estimation

Pierre Jacob, Christian P. Robert, Murray H. Smith

In this paper, we consider the implications of the fact that parallel raw-power can be exploited by a generic Metropolis--Hastings algorithm if the proposed values are independent.…