机译:Improving Lasso for model selection and prediction
Nicolaus Copernicus Univ;
Polish Acad Sci;
Warsaw Univ Technol;
convex loss function; empirical process; generalized information criterion; high-dimensional regression; penalized estimation; selection consistency; NONCONVEX PENALIZED REGRESSION; VARIABLE SELECTION; CRITERIA; REGULARIZATION; LIKELIHOOD;