The degrees of freedom of the Lasso for general design matrix
Work
Year: 2012
Type: article
Abstract: In this paper, we investigate the degrees of freedom (dof) of penalized 1 minimization (also known as the Lasso) for linear regression models.We give a closed-form expression of the dof of the Lasso r... more
Source: Statistica Sinica
Institutions Institut de Mathématiques de Bordeaux, École Nationale Supérieure d'Ingénieurs de Caen, GREYC, Centre National de la Recherche Scientifique, Centre de Recherche en Mathématiques de la Décision +2 more
Cites: 41
Cited by: 32
Related to: 10
FWCI: 5.054
Citation percentile (by year/subfield): 95.06
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: green