834 citations · 3.9k across the 95 of their papers we have counts for
4 papers · 2 filters
Improving the Convergence Properties of the Data Augmentation Algorithm with an Application to Bayesian Mixture Modeling
James P. Hobert, Vivekananda Roy, Christian P. Robert
The reversible Markov chains that drive the data augmentation (DA) and sandwich algorithms define self-adjoint operators whose spectra encode the convergence properties of the algo…
Bayesian Core: The Complete Solution Manual
Christian P. Robert, Jean-Michel Marin
This solution manual contains the unabridged and original solutions to all the exercises proposed in Bayesian Core, along with R programs when necessary.
Model choice versus model criticism
Christian P. Robert, Kerrie L. Mengersen, Carla Chen
The new perspectives on ABC and Bayesian model criticisms presented in Ratmann et al.(2009) are challenging standard approaches to Bayesian model choice. We discuss here some issue…
On the relevance of the Bayesian approach to Statistics
Christian P. Robert
We argue here about the relevance and the ultimate unity of the Bayesian approach in a neutral and agnostic manner. Our main theme is that Bayesian data analysis is an effective to…