MCMC methods for functions modifying old algorithms to make them faster

Many problems arising in applications result in the need to probe a probability distribution for functions. Examples include Bayesian nonparametric statistics and conditioned diffusion processes. Standard MCMC algorithms typically become arbitrarily slow under the mesh refinement dictated by nonpara...

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Bibliographic Details
Main Authors: Cotter, S, Roberts, G, Stuart, A, White, D
Format: Journal article
Published: 2012