A practical sequential stopping rule for high-dimensional MCMC and its application to spatial-temporal Bayesian models

Lei Gong, James M. Flegal

A current challenge for many Bayesian analyses is determining when to terminate high-dimensional Markov chain Monte Carlo simulations. To this end, we propose using an automated se…