Convergence rates of the blocked Gibbs sampler with random scan in the Wasserstein metric

摘要

This paper establishes explicit estimates of convergence rates for the blocked Gibbs sampler with random scan under the Dobrushin conditions. The estimates of convergence in the Wasserstein metric are obtained by taking purely analytic approaches.