Convergence rates of the random scan Gibbs sampler under the Dobrushin’s uniqueness condition

Abstract

In this paper, under the Dobrushin’s uniqueness condition, we obtain explicit estimates of the geometrical convergence rate for the random scan Gibbs sampler in the Wasserstein metric.