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stat.ME2017
Distributional Consistency of Lasso by Perturbation Bootstrap
Debraj Das, S. N. Lahiri
Least Absolute Shrinkage and Selection Operator or the Lasso, introduced by Tibshirani (1996), is a popular estimation procedure in multiple linear regression when underlying desig…
stat.ME2017★ 3 cited
Perturbation Bootstrap in Adaptive Lasso
Debraj Das, Karl Gregory, S. N. Lahiri
The Adaptive Lasso(Alasso) was proposed by Zou [\textit{J. Amer. Statist. Assoc. \textbf{101} (2006) 1418-1429}] as a modification of the Lasso for the purpose of simultaneous vari…