Weak Poincaré inequalities for two-component Deterministic-scan Metropolis-within-Gibbs samplers

Mengxi Gao, Gareth O. Roberts, Andi Q. Wang

Using the framework of weak Poincaré inequalities, we analyze the convergence properties of deterministic-scan Metropolis-within-Gibbs samplers, an important class of Markov chain…