Estimating Convergence of Markov chains with L-Lag Couplings

Niloy Biswas, Pierre E. Jacob, Paul Vanetti

Markov chain Monte Carlo (MCMC) methods generate samples that are asymptotically distributed from a target distribution of interest as the number of iterations goes to infinity. Va…