Fluctuations of interacting Markov chain Monte Carlo methods

We present a multivariate central limit theorem for a general class of interacting Markov chain Monte Carlo algorithms used to solve nonlinear measure-valued equations. These algorithms generate stochastic processes which belong to the class of nonlinear Markov chains interacting with their empirica...

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Bibliographic Details
Main Authors: Bercu, B, Del Moral, P, Doucet, A
Format: Journal article
Language:English
Published: 2012