Regression Shrinkage and Selection via The Lasso: A Retrospective

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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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Robert Tibshirani

Statens Serum Institut

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Journal of the Royal Statistical Society Series B (Statistical Methodology)

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Stanford University

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Robert Tibshirani (Wed,) studied this question.

synapsesocial.com/papers/69d8f622ade63f05b9bedfe7 — DOI: https://doi.org/10.1111/j.1467-9868.2011.00771.x

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Also consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

ℓ1-Penalization for Mixture Regression Models· 2016 · 183 citations
Variable Selection via Gibbs Sampling· 1993 · 2,738 citations
The Elements of Statistical Learning· 2001 · 24,337 citations
Atomic Decomposition by Basis Pursuit· 1998 · 6,968 citations
The Elements of Statistical Learning: Data Mining, Inference, and Prediction· 2010 · 12,794 citations

Regression Shrinkage and Selection via The Lasso: A Retrospective

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Resumen

Citation Network

Connected Papers

Discussion

Authors

Journals

Actions

Institutions

References and Citations

Citation Network

Connected Papers

Discussion

Cite this study

Also consider

Also consider