On particle Gibbs Markov chain Monte Carlo models

P. Del Moral, R. Kohn, F. Patras

This article analyses a new class of advanced particle Markov chain Monte Carlo algorithms recently introduced by Andrieu, Doucet, and Holenstein (2010). We present a natural inter…