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math.ST2011
Adaptive estimation of an additive regression function from weakly dependent data
Christophe Chesneau, Jalal M. Fadili, Bertrand Maillot
A -dimensional nonparametric additive regression model with dependent observations is considered. Using the marginal integration technique and wavelets methodology, we develop a…
math.ST2011
The degrees of freedom of the Lasso for general design matrix
Charles Dossal, Maher Kachour, Jalal M. Fadili +2
In this paper, we investigate the degrees of freedom ($\dof$) of penalized minimization (also known as the Lasso) for linear regression models. We give a closed-form expre…