Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

Patrick Breheny, Jian Huang

A number of variable selection methods have been proposed involving nonconvex penalty functions. These methods, which include the smoothly clipped absolute deviation (SCAD) penalty…