A Short Introduction to Piecewise Deterministic Markov Samplers

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Abstract

The use of velocity jump Markov processes in MCMC algorithms have recently drawn attention in various fields, such as statistical physics or Bayesian statistics. The aim of this paper is to introduce these processes and to give a few justifications on their interest.

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Monmarché, P. (2019). A Short Introduction to Piecewise Deterministic Markov Samplers. In Springer Proceedings in Mathematics and Statistics (Vol. 282, pp. 375–390). Springer New York LLC. https://doi.org/10.1007/978-3-030-15096-9_11

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