The bouncy particle sampler: A non-reversible rejection free Markov chain Monte Carlo method

Many Markov chain Monte Carlo techniques currently available rely on discrete-time reversible Markov processes whose transition kernels are variations of the Metropolis–Hastings algorithm. We explore and generalize an alternative scheme recently introduced in the physics literature where the target...

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Bibliographic Details
Main Authors: Doucet, A, Vollmer, S, Bouchard-Cote, A
Format: Journal article
Published: Taylor and Francis 2017