Email: Sylvie.Huet AT jouy.inra.fr
INRA UNITÉ MIA
Domaine de Vilvert
78352 Jouy-en-Josas Cedex - FRANCE
Tél: (+33) (0)1 34 65 22 24
Fax: (+33) (0)1 34 65 22 17
Secretary: (+33) (0)1 34 65 22 31
I am working on statistical models usefull for analysing data observed by biologists working at INRA.
Graph selection with GGMselect : with C. Giraud and N. Verzelen
Estimator selection in the Gaussian setting : with Y. Baraud and C. Giraud.
NLS2 : A set of Splus (or R) functions and programs to estimate the parameters of a non-linear regression model over a given set of observations.
GGMselect : A R package dedicated to graph estimation in Gaussian Graphical Models. The main functions return the adjacency matrix of an undirected graph estimated from a data matrix.
LINSelect : R functions for choosing an estimator in Gaussian regression model according to the method proposed by Baraud et al. 2010. The functions are available in a zip file.
TuningLasso : R functions for choosing the tuning parameter in the Lasso procedure : Vfold CV, LinSelect, square-root Lasso (also known as scaled-Lasso). Moreover Vfold CV and LinSelect are available for tuning the parameter of the Gauss-Lasso procedure. Giraud et al. 2011. The functions are available in a zip file.
ConvDiscr : R functions for the non prametric estimation of a convex discrete distribution. Durot et al. 2012. The functions are available in a zip file.