On some recent advances on high dimensional Bayesian statistics

This paper proposes to review some recent developments in Bayesian statistics for high dimensional data. After giving some brief motivations in a short introduction, we describe new advances in the understanding of Bayes posterior computation as well as theoretical cont...

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Bibliographic Details
Main Authors: Chopin Nicolas, Gadat Sébastien, Guedj Benjamin, Guyader Arnaud, Vernet Elodie
Format: Article
Language:English
Published: EDP Sciences 2015-10-01
Series:ESAIM: Proceedings and Surveys
Online Access:http://dx.doi.org/10.1051/proc/201551016