We propose new control variates for variance reduction in estimation of mean values using the Metropolis-Hastings algorithm. Traditionally, states that are rejected in the Metropolis-Hastings ...
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 ...
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