834 citations · 3.9k across the 95 of their papers we have counts for
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Simulation in Statistics
Christian P. Robert
Simulation has become a standard tool in statistics because it may be the only tool available for analysing some classes of probabilistic models. We review in this paper simulation…
Why approximate Bayesian computational (ABC) methods cannot handle model choice problems
Christian Robert, Jean-Michel Marin, Natesh S. Pillai
Approximate Bayesian computation (ABC), also known as likelihood-free methods, have become a favourite tool for the analysis of complex stochastic models, primarily in population g…
Approximate Bayesian Computational methods
Jean-Michel Marin, Pierre Pudlo, Christian P. Robert +1
Also known as likelihood-free methods, approximate Bayesian computational (ABC) methods have appeared in the past ten years as the most satisfactory approach to untractable likelih…