13 citations · 13 across the 2 of their papers we have counts for
3 papers
math.ST2011★ 13 cited
Relevant statistics for Bayesian model choice
J. -M. Marin, N. Pillai, C. P. Robert +1
The choice of the summary statistics used in Bayesian inference and in particular in ABC algorithms has bearings on the validation of the resulting inference. Those statistics are…
stat.ME2010
Bayesian Inference
Christian P. Robert, Jean-Michel Marin, Judith Rousseau
This chapter provides a overview of Bayesian inference, mostly emphasising that it is a universal method for summarising uncertainty and making estimates and predictions using prob…
math.ST2007
Convergence of adaptive mixtures of importance sampling schemes
R. Douc, A. Guillin, J. -M. Marin +1
In the design of efficient simulation algorithms, one is often beset with a poor choice of proposal distributions. Although the performance of a given simulation kernel can clarify…