articleJournal of the Royal Statistical Society Series B (Statistical Methodology)Apr 20, 2011Closed access

Regression Shrinkage and Selection via The Lasso: A Retrospective

RTRobert Tibshirani

Stanford University

Indexed incrossref

Abstract

Summary 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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3,653
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FWCI
175.28
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100%
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Topics & keywords

Topics
Keywords
  • Lasso (programming language)
  • Shrinkage
  • Selection (genetic algorithm)
  • Regression
  • Regression analysis
  • Computer science
  • Artificial intelligence
  • Statistics
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