On some current research in MCMC
Arnoldo Frigessi · 2003
Abstract MCMC algorithms used for inference in multivariate statistical models with complex dependency structure are often far too slow and their convergence is difficult to predict and monitor. MCMCs are run many times to debug the code, which is in itself difficult, and to perform model choice and validation.