lars (1.2)

4 users

Least Angle Regression, Lasso and Forward Stagewise.

http://www-stat.stanford.edu/~hastie/Papers/#LARS
http://cran.r-project.org/web/packages/lars

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.

Maintainer: Trevor Hastie
Author(s): Trevor Hastie <hastie@stanford.edu> and Brad Efron <brad@stat.stanford.edu>

License: GPL-2

Uses: Does not use any package
Reverse depends: AdapEnetClass, bestglm, branchLars, bujar, chemometrics, ChemometricsWithR, CompModSA, covTest, cumSeg, elasticnet, ExactPath, FeaLect, FindIt, GGMselect, gwrr, hdlm, lmbc, MeDiChI, monomvn, multiPIM, OTRselect, PAGWAS, parcor, pass, pfa, qut, relaxo, rRAP, RXshrink, scout, sisVIVE, sparseLDA, spikeslab, timereg
Reverse suggests: caret, ChemometricsWithR, COBRA, directlabels, dna, ElemStatLearn, fscaret, glmnet, knockoff, Libra, mvtboost, plsRcox, scout, stabs, timereg
Reverse enhances: plsRcox, stabs

Released almost 4 years ago.


3 previous versions

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