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Majorization Minimization by Coordinate Descent for Concave Penalized Generalized Linear Models

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Recent studies have demonstrated theoretical attractiveness of a class of concave penalties in variable selection, including the smoothly clipped absolute deviation and minimax concave penalties. The computation of the concave penalized solutions in high-dimen... ...