CRAN: Package lars

lars: Least Angle Regression, Lasso and Forward Stagewise

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.

Version: 1.3

Depends: R (≥ 2.10)

Published: 2022年04月13日

DOI: 10.32614/CRAN.package.lars

Author: Trevor Hastie and Brad Efron

Maintainer: Trevor Hastie <hastie at stanford.edu>

License: GPL-2

URL: https://doi.org/10.1214/009053604000000067

NeedsCompilation: yes

In views: MachineLearning

CRAN checks: lars results

Documentation:

Reference manual: lars.html , lars.pdf

Downloads:

Package source: lars_1.3.tar.gz

Windows binaries: r-devel: lars_1.3.zip, r-release: lars_1.3.zip, r-oldrel: lars_1.3.zip

macOS binaries: r-release (arm64): lars_1.3.tgz, r-oldrel (arm64): lars_1.3.tgz, r-release (x86_64): lars_1.3.tgz, r-oldrel (x86_64): lars_1.3.tgz

Old sources: lars archive

Reverse dependencies:

Reverse depends: changepointsVar, elasticnet, FeaLect, gamlss.lasso, gwrr, monomvn, mrMLM, mrMLM.GUI, OTRselect, PAGWAS, scalreg, sealasso, sisVIVE, TSMCP

Reverse imports: Cascade, chemometrics, CureAuxSP, DisaggregateTS, facmodTS, FindIt, lassopv, mcb, PAGE, pathwayPCA, Patterns, perryExamples, plsRcox, QTL.gCIMapping, RobMixReg, RXshrink, SelectBoost, spikeslab, SPSP, TSdisaggregation

Reverse suggests: BayesianLasso, directlabels, flowml, glmnet, islasso, knockoff, Libra, MachineShop, quadrupen, robustHD, scout, stabs

Linking:

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