A Functional Central Limit Theorem for a Class of Interacting Markov Chain Monte Carlo Methods

We present a functional central limit theorem for a new class of interacting Markov chain Monte Carlo algorithms. These stochastic algorithms have been recently introduced to solve non-linear measure-valued equations. We provide an original theoretical analysis based on semigroup techniques on distr...

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Bibliographic Details
Main Authors: Bercu, B, Del Moral, P, Doucet, A
Format: Journal article
Language:English
Published: 2009