Antithetic Methods for Gibbs Samplers

In this article we propose a modification to the output fromMetropolis-within-Gibbs samplers that can lead to substantial reductions in the variance over standard estimates. The idea is simple: at each time step of the algorithm, introduce an extra sample into the estimate that is negatively correla...

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Bibliographic Details
Main Authors: Holmes, C, Jasra, A
Format: Journal article
Language:English
Published: 2009