Jean-Michel Marin
Jean-Michel Marin
Professor of Statistics, University of Montpellier
Adresse e-mail validée de umontpellier.fr - Page d'accueil
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Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation
JM Cornuet, F Santos, MA Beaumont, CP Robert, JM Marin, DJ Balding, ...
Bioinformatics 24 (23), 2713-2719, 2008
7002008
Approximate Bayesian computational methods
JM Marin, P Pudlo, CP Robert, RJ Ryder
Statistics and Computing 22 (6), 1167-1180, 2012
6992012
DIYABC v2. 0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data
JM Cornuet, P Pudlo, J Veyssier, A Dehne-Garcia, M Gautier, R Leblois, ...
Bioinformatics 30 (8), 1187-1189, 2014
6652014
Adaptive approximate Bayesian computation
MA Beaumont, JM Cornuet, JM Marin, CP Robert
Biometrika 96 (4), 983-990, 2009
540*2009
Bayesian core: a practical approach to computational Bayesian statistics
JM Marin, C Robert
Springer Science & Business Media, 2007
5222007
Population monte carlo
O Cappé, A Guillin, JM Marin, CP Robert
Journal of Computational and Graphical Statistics, 2004
4992004
Bayesian modelling and inference on mixtures of distributions
JM Marin, K Mengersen, CP Robert
Handbook of statistics 25, 459-507, 2005
4752005
Lack of confidence in approximate Bayesian computation model choice
CP Robert, JM Cornuet, JM Marin, NS Pillai
Proceedings of the National Academy of Sciences 108 (37), 15112-15117, 2011
3382011
Unraveling cell type–specific and reprogrammable human replication origin signatures associated with G-quadruplex consensus motifs
E Besnard, A Babled, L Lapasset, O Milhavet, H Parrinello, C Dantec, ...
Nature structural & molecular biology 19 (8), 837, 2012
3172012
Adaptive importance sampling in general mixture classes
O Cappé, R Douc, A Guillin, JM Marin, CP Robert
Statistics and Computing 18 (4), 447-459, 2008
2652008
A multivariate generalization of the power exponential family of distributions
E Gómez, MA Gomez-Viilegas, JM Marin
Communications in Statistics-Theory and Methods 27 (3), 589-600, 1998
2611998
Adaptive multiple importance sampling
JM CORNUET, JM MARIN, A Mira, CP Robert
Scandinavian Journal of Statistics 39 (4), 798-812, 2012
2122012
ABC likelihood-free methods for model choice in Gibbs random fields
A Grelaud, CP Robert, JM Marin, F Rodolphe, JF Taly
Bayesian Analysis 4 (2), 317-335, 2009
189*2009
Reliable ABC model choice via random forests
P Pudlo, JM Marin, A Estoup, JM Cornuet, M Gautier, CP Robert
Bioinformatics 32 (6), 859-866, 2016
1722016
Convergence of adaptive mixtures of importance sampling schemes
R Douc, A Guillin, JM Marin, CP Robert
The Annals of Statistics 35 (1), 420-448, 2007
167*2007
Relevant statistics for Bayesian model choice
JM Marin, NS Pillai, CP Robert, J Rousseau
Journal of the Royal Statistical Society: Series B: Statistical Methodology …, 2014
1192014
Estimation of demo‐genetic model probabilities with Approximate Bayesian Computation using linear discriminant analysis on summary statistics
A Estoup, E Lombaert, JM MARIN, T Guillemaud, P Pudlo, CP Robert, ...
Molecular ecology resources 12 (5), 846-855, 2012
1032012
Minimum variance importance sampling via Population Monte Carlo
R Douc, A Guillin, JM Marin, CP Robert
ESAIM: Probability and Statistics 11, 427-447, 2007
1032007
Deciphering the Routes of invasion of Drosophila suzukii by Means of ABC Random Forest
A Fraimout, V Debat, S Fellous, RA Hufbauer, J Foucaud, P Pudlo, ...
Molecular biology and evolution 34 (4), 980-996, 2017
802017
Bayesian essentials with R
JM Marin, CP Robert
Springer, 2014
762014
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