Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. (English) Zbl 1330.62284 Bayesian Anal. 7, No. 2, 477-502 (2012). MSC: 62J07 62J05 62F15 PDFBibTeX XMLCite \textit{G. Celeux} et al., Bayesian Anal. 7, No. 2, 477--502 (2012; Zbl 1330.62284) Full Text: DOI arXiv Euclid
Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François ABC likelihood-free methods for model choice in Gibbs random fields. (English) Zbl 1330.62126 Bayesian Anal. 4, No. 2, 317-335 (2009). MSC: 62F15 62M40 62P10 PDFBibTeX XMLCite \textit{A. Grelaud} et al., Bayesian Anal. 4, No. 2, 317--335 (2009; Zbl 1330.62126) Full Text: DOI arXiv Euclid
Robert, Christian P.; Marin, Jean-Michel On some difficulties with a posterior probability approximation technique. (English) Zbl 1330.62149 Bayesian Anal. 3, No. 2, 427-441 (2008). MSC: 62F15 65C40 62P20 91B82 PDFBibTeX XMLCite \textit{C. P. Robert} and \textit{J.-M. Marin}, Bayesian Anal. 3, No. 2, 427--441 (2008; Zbl 1330.62149) Full Text: DOI arXiv Euclid
Druilhet, Pierre; Marin, Jean-Michel Invariant HPD credible sets and MAP estimators. (English) Zbl 1331.62136 Bayesian Anal. 2, No. 4, 681-691 (2007). MSC: 62F15 65C60 PDFBibTeX XMLCite \textit{P. Druilhet} and \textit{J.-M. Marin}, Bayesian Anal. 2, No. 4, 681--691 (2007; Zbl 1331.62136) Full Text: DOI Euclid