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lars

Least Angle Regression, Lasso and Forward Stagewise

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About

Efficient procedures for fitting an entire lasso sequence with the cost of a single least squares fit. Least angle regression and infinitesimal forward stagewise regression are related to the lasso, as described in the paper below.

doi.org/10.1214/009053604000000067

Key Metrics

Version 1.3
R ≥ 2.10
Published 2022-04-13 736 days ago
Needs compilation? yes
License GPL-2
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Maintainer

Maintainer

Trevor Hastie

hastie@stanford.edu

Authors

Trevor Hastie
Brad Efron

Material

Reference manual
Package source

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MachineLearning

macOS

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arm64

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arm64

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x86_64

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x86_64

Windows

r-devel

x86_64

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Old Sources

lars archive

Depends

R ≥ 2.10

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