lars: Least Angle Regression, Lasso and Forward Stagewise
Version 1.2

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.

AuthorTrevor Hastie <hastie@stanford.edu> and Brad Efron <brad@stat.stanford.edu>
Date of publication2013-04-24 09:46:12
MaintainerTrevor Hastie <hastie@stanford.edu>
LicenseGPL-2
Version1.2
URL http://www-stat.stanford.edu/~hastie/Papers/#LARS
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("lars")

Popular man pages

cv.lars: Computes K-fold cross-validated error curve for lars
diabetes: Blood and other measurements in diabetics
lars: Fits Least Angle Regression, Lasso and Infinitesimal Forward...
lars-internal: Internal lars functions
plot.lars: Plot method for lars objects
predict.lars: Make predictions or extract coefficients from a fitted lars...
summary.lars: Summary method for lars objects
See all...

All man pages Function index File listing

Man pages

cv.lars: Computes K-fold cross-validated error curve for lars
diabetes: Blood and other measurements in diabetics
lars: Fits Least Angle Regression, Lasso and Infinitesimal Forward...
lars-internal: Internal lars functions
plot.lars: Plot method for lars objects
predict.lars: Make predictions or extract coefficients from a fitted lars...
summary.lars: Summary method for lars objects

Functions

backsolvet Man page Source code
betabreaker Man page Source code
coef.lars Man page Source code
cv.folds Man page Source code
cv.lars Man page Source code
delcol Man page Source code
diabetes Man page
downdateR Man page Source code
error.bars Man page Source code
lars Man page Source code
nnls.lars Man page Source code
onAttach Source code
plot.lars Man page Source code
plotCVLars Man page Source code
predict.lars Man page Source code
print.lars Man page Source code
summary.lars Man page Source code
updateR Man page Source code

Files

MD5
src
src/delcol.f
man
man/summary.lars.Rd
man/predict.lars.Rd
man/plot.lars.Rd
man/lars.Rd
man/lars-internal.Rd
man/diabetes.Rd
man/cv.lars.Rd
inst
inst/ratfor
inst/ratfor/delcol.r
data
data/diabetes.RData
R
R/updateR.R
R/summary.lars.R
R/print.lars.R
R/predict.lars.R
R/plotCVLars.R
R/plot.lars.R
R/onAttach.R
R/nnls.lars.R
R/lars.R
R/error.bars.R
R/downdateR.R
R/delcol.R
R/cv.lars.R
R/cv.folds.R
R/coef.lars.R
R/betabreaker.R
R/backsolvet.R
NAMESPACE
INDEX
DESCRIPTION
lars documentation built on May 19, 2017, 6:59 a.m.

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