We consider the Random Walk Metropolis algorithm on ℝn with Gaussian proposals, and when the target probability measure is the n-fold product of a one-dimensional law. It is well known (see Roberts et ...

Delayed-acceptance Metropolis–Hastings and delayed-acceptance pseudo-marginal Metropolis–Hastings algorithms can be applied when it is computationally expensive to calculate the true posterior or an ...