Estimating MCMC convergence rates using common random number simulation

Sabrina Sixta, Jeffrey S. Rosenthal, Austin Brown

This paper presents how to use common random number (CRN) simulation to evaluate Markov chain Monte Carlo (MCMC) convergence to stationarity. We provide an upper bound on the Wasse…