Optimal Scaling of Random-Walk Metropolis Algorithms on General Target Distributions

Jun Yang, Gareth O. Roberts, Jeffrey S. Rosenthal

One main limitation of the existing optimal scaling results for Metropolis--Hastings algorithms is that the assumptions on the target distribution are unrealistic. In this paper, w…