Iterated importance sampling in missing data problems. - Gilles Celeux; Jean-Michel Marin; Christian P. Robert (Comput. Stat. Data Anal., 2006)

Mean-field variational approximate Bayesian inference for latent variable models. - Guido Consonni; Jean-Michel Marin (Comput. Stat. Data Anal., 2007)

Initiation à R. - Romain François; Jean-Michel Marin (Monde des Util. Anal. Données, 2007)

Confidence bands for Brownian motion and applications to Monte Carlo simulation. - Wilfrid S. Kendall; Jean-Michel Marin; Christian P. Robert (Stat. Comput., 2007)

Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation. - Jean-Marie Cornuet; Filipe Santos; Mark A. Beaumont; Christian P. Robert; Jean-Michel Marin; David J. Balding; Thomas Guillemaud; Arnaud Estoup (Bioinform., 2008)

Adaptive importance sampling in general mixture classes. - Olivier Cappé; Randal Douc; Arnaud Guillin; Jean-Michel Marin; Christian P. Robert (Stat. Comput., 2008)

On variance stabilisation in Population Monte Carlo by double Rao-Blackwellisation. - Alessandra Iacobucci; Jean-Michel Marin; Christian P. Robert (Comput. Stat. Data Anal., 2010)

Discounting and divergence of opinion. - Elyès Jouini; Jean-Michel Marin; Clotilde Napp (J. Econ. Theory, 2010)

Optimal parallelization of a sequential approximate Bayesian computation algorithm. - Jean-Michel Marin; Pierre Pudlo; Mohammed Sedki (WSC, 2012)

Maximin design on non hypercube domains and kernel interpolation. - Yves Auffray; Pierre Barbillon; Jean-Michel Marin (Stat. Comput., 2012)

An empirical Bayes procedure for the selection of Gaussian graphical models. - Sophie Donnet; Jean-Michel Marin (Stat. Comput., 2012)

Approximate Bayesian computational methods. - Jean-Michel Marin; Pierre Pudlo; Christian P. Robert; Robin J. Ryder (Stat. Comput., 2012)

DIYABC v2.0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data. - Jean-Marie Cornuet; Pierre Pudlo; Julien Veyssier; Alexandre Dehne-Garcia; Mathieu Gautier; Raphaël Leblois; Jean-Michel Marin; Arnaud Estoup (Bioinform., 2014)

Bounding rare event probabilities in computer experiments. - Yves Auffray; Pierre Barbillon; Jean-Michel Marin (Comput. Stat. Data Anal., 2014)

Reliable ABC model choice via random forests. - Pierre Pudlo; Jean-Michel Marin; Arnaud Estoup; Jean-Marie Cornuet; Mathieu Gautier; Christian P. Robert (Bioinform., 2016)

Probing instructions for expression regulation in gene nucleotide compositions. - Chloé Bessière; May Taha; Florent Petitprez; Jimmy Vandel; Jean-Michel Marin; Laurent Bréhélin; Sophie Lèbre; Charles-Henri Lecellier (PLoS Comput. Biol., 2018)

ABC random forests for Bayesian parameter inference. - Louis Raynal; Jean-Michel Marin; Pierre Pudlo; Mathieu Ribatet; Christian P. Robert; Arnaud Estoup (Bioinform., 2019)