Particle methods: An introduction with applications

Interacting particle methods are increasingly used to sample from complex high-dimensional distributions. They have found a wide range of applications in applied probability, Bayesian statistics and information engineering. Understanding rigorously these new Mo...

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Bibliographic Details
Main Authors: Moral Piere Del, Doucet Arnaud
Format: Article
Language:English
Published: EDP Sciences 2014-01-01
Series:ESAIM: Proceedings and Surveys
Online Access:http://dx.doi.org/10.1051/proc/201444001