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.

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.
install.packages("lars")

1.3 by Trevor Hastie, 5 years ago

https://doi.org/10.1214/009053604000000067

Browse source code at https://github.com/cran/lars

Authors: Trevor Hastie <[email protected]> and Brad Efron <[email protected]>

Documentation:   PDF Manual  

GPL-2 license

Imported by Cascade, DisaggregateTS, FindIt, PAGE, Patterns, QTL.gCIMapping, RobMixReg, SPSP, SelectBoost, TSdisaggregation, chemometrics, facmodTS, lassopv, mcb, perryExamples, plsRcox, spikeslab.

Depended on by FeaLect, OTRselect, PAGWAS, TSMCP, changepointsVar, elasticnet, gamlss.lasso, gwrr, monomvn, mrMLM, mrMLM.GUI, sealasso, sisVIVE.

Suggested by Libra, MachineShop, directlabels, glmnet, islasso, knockoff, quadrupen, robustHD, scout, stabs.

See at CRAN

R links

R homepage

Download R

Mailing lists

R documentation

R manuals

R FAQs

The R Journal

CRAN links

CRAN homepage

CRAN repository policy

Submit a package

METACRAN stuff

About METACRAN

At github

Report a bug