Movatterモバイル変換

lars: Least Angle Regression, Lasso and Forward Stagewise

Efficient procedures for fitting an entire lassosequence with the cost of a single least squaresfit. Least angle regression and infinitesimal forwardstagewise regression are related to the lasso, asdescribed in the paper below.

Version:	1.3
Depends:	R (≥ 2.10)
Published:	2022-04-13
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,DisaggregateTS,facmodTS,FindIt,lassopv,mcb,PAGE,pathwayPCA,Patterns,perryExamples,plsRcox,QTL.gCIMapping,RobMixReg,SelectBoost,spikeslab,SPSP,TSdisaggregation
Reverse suggests:	BayesianLasso,directlabels,glmnet,islasso,knockoff,Libra,MachineShop,quadrupen,robustHD,scout,stabs

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=larsto link to this page.