Improving Lasso for model selection and prediction

Piotr Pokarowski, Wojciech Rejchel, Agnieszka Soltys +2

It is known that the Thresholded Lasso (TL), SCAD or MCP correct intrinsic estimation bias of the Lasso. In this paper we propose an alternative method of improving the Lasso for p…