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: | 1.2 |
| Depends: | R (≥ 2.10) |
| Published: | 2013-04-24 |
| Author: | Trevor Hastie and Brad Efron |
| Maintainer: | Trevor Hastie <hastie at stanford.edu> |
| License: | GPL-2 |
| URL: | http://www-stat.stanford.edu/~hastie/Papers/#LARS |
| NeedsCompilation: | yes |
| In views: | MachineLearning |
| CRAN checks: | lars results |
| Package source: | lars_1.2.tar.gz |
| MacOS X binary: | lars_1.2.tgz |
| Windows binary: | lars_1.2.zip |
| Reference manual: | lars.pdf |
| Old sources: | lars archive |
| Reverse depends: | bestglm, chemometrics, covTest, cumSeg, elasticnet, ExactPath, FeaLect, FindIt, GGMselect, lmbc, MeDiChI, monomvn, multiPIM, pass, pfa, relaxo, RXshrink, scout, sparseLDA, spikeslab |
| Reverse imports: | FindIt, plsRcox |
| Reverse suggests: | caret, ChemometricsWithR, COBRA, directlabels, ElemStatLearn, plsRcox |