Parametric programming-based approximate selective inference for adaptive lasso, adaptive elastic net and group lasso

Abstract

Conducting model selection on data gives rise to selection uncertainty which, when ignored, invalidates subsequent classical inference which assumes that the model is given before the analysis and ...