The Containment Condition and AdapFail algorithms

Krzysztof Latuszynski, Jeffrey S. Rosenthal

This short note investigates convergence of adaptive MCMC algorithms, i.e.\ algorithms which modify the Markov chain update probabilities on the fly. We focus on the Containment co…