Sparse-group SLOPE: adaptive bi-level selection with FDR-control

Fabio Feser, Marina Evangelou

In this manuscript, a new high-dimensional approach for simultaneous variable and group selection is proposed, called sparse-group SLOPE (SGS). SGS achieves false discovery rate co…