The Critical Line Algorithm and the Constrained LASSO: One Curve, Two Literatures

Thomas Schmelzer, Trevor Hastie

Many statistical procedures compute an entire solution path rather than a single estimator. For one class the path is piecewise linear, traced corner to corner by an active-set hom…