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stat.ME2016
Asymptotic Properties of Approximate Bayesian Computation
David T. Frazier, Gael M. Martin, Christian P. Robert +1
Approximate Bayesian computation allows for statistical analysis in models with intractable likelihoods. In this paper we consider the asymptotic behaviour of the posterior distrib…
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…