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 ...
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