Panning for Gold: Model-X Knockoffs for High-dimensional Controlled Variable Selection

Emmanuel Candes, Yingying Fan, Lucas Janson +1

Many contemporary large-scale applications involve building interpretable models linking a large set of potential covariates to a response in a nonlinear fashion, such as when the…