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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 |
| 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 |
| Reference manual: | lars.pdf |
| 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 depends: | changepointsVar, cumSeg, ebreg, elasticnet, FeaLect, gamlss.lasso, gwrr, monomvn, mrMLM, mrMLM.GUI, OTRselect, PAGWAS, scalreg, sealasso, sisVIVE |
| Reverse imports: | Cascade, chemometrics, CureAuxSP, DisaggregateTS, facmodTS, FindIt, GGMselect, lassopv, mcb, PACLasso, 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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