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