834 citations · 3.9k across the 95 of their papers we have counts for
5 papers · 2 filters
Some comments about A Bayesian criterion for singular models by M. Drton and M. Plummer
Christian P. Robert, Judith Rousseau
These are written comments about the Read Paper A Bayesian criterion for singular models by M. Drton and M. Plummer, read to the Royal Statistical Society on October 5, 2016. The d…
Some comments about "Penalising model component complexity" by Simpson et al. (2017)
Christian P. Robert, Judith Rousseau
This note discusses the paper "Penalising model component complexity" by Simpson et al. (2017). While we acknowledge the highly novel approach to prior construction and commend the…
ABC random forests for Bayesian parameter inference
Louis Raynal, Jean-Michel Marin, Pierre Pudlo +3
This preprint has been reviewed and recommended by Peer Community In Evolutionary Biology (http://dx.doi.org/10.24072/pci.evolbiol.100036). Approximate Bayesian computation (ABC) h…
Some comments about James Watson's and Chris Holmes' "Approximate Models and Robust Decisions": Nonparametric Bayesian clay for robust decision bricks
Christian P. Robert, Judith Rousseau
This note discusses Watson and Holmes (2016) and their pro- posals towards more robust Bayesian decisions. While we acknowledge and commend the authors for setting new and all-enco…
Weakly informative reparameterisations for location-scale mixtures
Kaniav Kamary, Jeong Eun Lee, Christian P. Robert
While mixtures of Gaussian distributions have been studied for more than a century (Pearson, 1894), the construction of a reference Bayesian analysis of those models still remains…