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:	2022-04-13
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.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, cumSeg, ebreg, elasticnet, FeaLect, gamlss.lasso, gwrr, monomvn, mrMLM, mrMLM.GUI, OTRselect, PAGWAS, pfa, qut, RAEN, rRAP, scalreg, sealasso, sisVIVE, SPSP
Reverse imports:	bastah, Cascade, chemmodlab, chemometrics, DisaggregateTS, FindIt, fsMTS, GGMselect, lassopv, mcb, NHMSAR, PACLasso, pathwayPCA, Patterns, perryExamples, plsRcox, QTL.gCIMapping, RobMixReg, RXshrink, SelectBoost, spikeslab, TSdisaggregation
Reverse suggests:	directlabels, fscaret, glmnet, islasso, knockoff, Libra, MachineShop, quadrupen, robustHD, scout, stabs

Linking:

Please use the canonical form https://CRAN.R-project.org/package=lars to link to this page.