A statistical methodology to select covariates in high-dimensional data under dependence. Application to the classification of genetic profiles in oncology

Bérangère Bastien, Taha Boukhobza, Hélène Dumond +3

We propose a new methodology for selecting and ranking covariates associated with a variable of interest in a context of high-dimensional data under dependence but few observations…