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Regression shrinkage and selection via the lasso: a retrospective

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In the paper I give a brief review of the basic idea and some history and then discuss some developments since the original paper on regression shrinkage and selection via the lasso.
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Keywords: Penalization; Regularization; l1-penalty

Document Type: Research Article

Affiliations: Stanford University, USA

Publication date: 2011-06-01

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