A new class of interacting Markov chain Monte Carlo methods

We present a new class of interacting Markov chain Monte Carlo methods to approximate numerically discrete-time nonlinear measure-valued equations. These stochastic processes belong to the class of self-interacting Markov chains with respect to their occupation measures. We provide several convergen...

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Main Authors: Del Moral, P, Doucet, A
格式: Journal article
语言:English
出版: 2010