Geometric Ergodicity & Scanning Strategies For Two-Component Gibbs Samplers

Alicia A. Johnson, Owen Burbank

In any Markov chain Monte Carlo analysis, rapid convergence of the chain to its target probability distribution is of practical and theoretical importance. A chain that converges a…