Research |
Bayesian statistics
Adaptation of the ABC method (with M. Baragatti and A. Grimaud)
Adaptation of the Equi Energy algorithm of Kou et al., 2004 (with M. Baragatti and A. Grimaud)
Bayesian ridge and Bayesian Lasso selection (with M. Baragatti)
Construction of invariant prior distribution (with P. Druilhet)
Test
Case of two paired samples (with. B. Ghattas, L. Reboul, A.F. Yao)
Two samples problem with dependence (with P. Doukhan and L. Reboul)
Case of K samples (with A.F. Yao)
Case of contaminated samples
Comparing two processus (with M. Boutahar and B. Ghattas)
Comparing nonlinear contaminations (with M. Boutahar)
Two sample problem with missing data (with J.Y. Dauxois and P. Druilhet)
Mixture and latent variables
Imputing missing variables in mixed generalized model (with E. Guyon)
Non parametric estimation in a mixture of two different distributions
Logit models with missing data
Linearization of general mixed models (with M. Baragatti and A. Grimaud)
Two-components mixtures and false discovery rate (with P. Vandekerkhove)
Actuarial Science
Polynomial approximation of ruin probability (with P.O. Goffard and S. Loisel)
Nonparametric estimation of copula densities
Bonus-malus system and hidden Markov chains
Approximation of sums of lognormal (with J. Julienne)
Environment
Bayesian Statitics Applied to Marine Monitoring
Bayesian applications in extreme values theory