The Metropolis-Hastings Algorithm

COUV_CAHIER_EGND_A17by Christian P. Robert

This article is a self-contained introduction to the Metropolis- Hastings algorithm, this ubiquitous tool for producing dependent simula- tions from an arbitrary distribution. The document illustrates the principles of the methodology on simple examples with R codes and provides entries to the recent extensions of the method.

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