lars: Least Angle Regression, Lasso and Forward Stagewise (original) (raw)
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 |
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| Depends: | R (≥ 2.10) |
| Published: | 2022-04-13 |
| DOI: | 10.32614/CRAN.package.lars |
| Author: | Trevor Hastie and Brad Efron |
| Maintainer: | Trevor Hastie |
| License: | GPL-2 |
| URL: | https://doi.org/10.1214/009053604000000067 |
| NeedsCompilation: | yes |
| In views: | MachineLearning |
| CRAN checks: | lars results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | changepointsVar, cumSeg, ebreg, elasticnet, FeaLect, gamlss.lasso, gwrr, monomvn, mrMLM, mrMLM.GUI, OTRselect, PAGWAS, scalreg, sealasso, sisVIVE |
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| Reverse imports: | Cascade, chemometrics, CureAuxSP, DisaggregateTS, facmodTS, GGMselect, lassopv, mcb, pathwayPCA, Patterns, perryExamples, plsRcox, QTL.gCIMapping, RobMixReg, RXshrink, SelectBoost, spikeslab, SPSP, TSdisaggregation |
| Reverse suggests: | directlabels, flowml, fscaret, glmnet, islasso, knockoff, Libra, MachineShop, quadrupen, robustHD, scout, stabs |
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