Autocovariance and Optimal Design for Random Walk Metropolis-Hastings Algorithm

Jingyi Zhang, James C. Spall

The Metropolis-Hastings algorithm has been extensively studied in the estimation and simulation literature, with most prior work focusing on convergence behavior and asymptotic the…