Jean-Michel Marin
Jean-Michel Marin
Professor of Statistics, University of Montpellier
Verified email at umontpellier.fr - Homepage
TitleCited byYear
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
6322008
Approximate Bayesian computational methods
JM Marin, P Pudlo, CP Robert, RJ Ryder
Statistics and Computing 22 (6), 1167-1180, 2012
5952012
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
5432014
Bayesian core: a practical approach to computational Bayesian statistics
JM Marin, C Robert
Springer Science & Business Media, 2007
4912007
Adaptive approximate Bayesian computation
MA Beaumont, JM Cornuet, JM Marin, CP Robert
Biometrika 96 (4), 983-990, 2009
460*2009
Population monte carlo
O Cappé, A Guillin, JM Marin, CP Robert
Journal of Computational and Graphical Statistics, 2004
4502004
Bayesian modelling and inference on mixtures of distributions
JM Marin, K Mengersen, CP Robert
Handbook of statistics 25, 459-507, 2005
4242005
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
3322011
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
2782012
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
2292008
Adaptive multiple importance sampling
JM CORNUET, JM MARIN, A Mira, CP Robert
Scandinavian Journal of Statistics 39 (4), 798-812, 2012
1732012
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
168*2009
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
152*2007
Reliable ABC model choice via random forests
P Pudlo, JM Marin, A Estoup, JM Cornuet, M Gautier, CP Robert
Bioinformatics 32 (6), 859-866, 2015
1382015
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
1082014
Minimum variance importance sampling via Population Monte Carlo
R Douc, A Guillin, JM Marin, CP Robert
ESAIM: Probability and Statistics 11, 427-447, 2007
982007
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
912012
Iterated importance sampling in missing data problems
G Celeux, JM Marin, CP Robert
Computational statistics & data analysis 50 (12), 3386-3404, 2006
662006
Bayesian essentials with R
JM Marin, CP Robert
Springer, 2014
572014
Bayesian inference on mixtures of distributions
K Lee, JM Marin, K Mengersen, CP Robert
Perspectives in Mathematical Sciences I, Probability and Statistics, 165-202, 2009
572009
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