Gibbs Sampling, Exponential Families and Orthogonal Polynomials

Persi Diaconis, Kshitij Khare, Laurent Saloff-Coste

We give families of examples where sharp rates of convergence to stationarity of the widely used Gibbs sampler are available. The examples involve standard exponential families and…