The revisited knockoffs method for variable selection in L1-penalised regressions

Anne Gégout-Petit, Aurélie Gueudin-Muller, Clémence Karmann

We consider the problem of variable selection in regression models. In particular, we are interested in selecting explanatory covariates linked with the response variable and we wa…