Combined l_1 and greedy l_0 penalized least squares for linear model selection

Piotr Pokarowski, Jan Mielniczuk

We introduce a computationally effective algorithm for a linear model selection consisting of three steps: screening--ordering--selection (SOS). Screening of predictors is based on…