gglasso: Group Lasso Penalized Learning Using A Unified BMD Algorithm
Version 1.3

This package implements a unified algorithm, blockwise-majorization-decent (BMD), for efficiently computing the solution paths of the group-lasso penalized least squares, logistic regression, Huberized SVM and squared SVM.

Browse man pages Browse package API and functions Browse package files

AuthorYi Yang <yiyang@umn.edu>, Hui Zou <hzou@stat.umn.edu>
Date of publication2014-08-17 08:22:45
MaintainerYi Yang <yiyang@umn.edu>
LicenseGPL-2
Version1.3
URL http://code.google.com/p/gglasso/
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("gglasso")

Man pages

bardet: Simplified gene expression data from Scheetz et al. (2006)
coef.cv.gglasso: get coefficients or make coefficient predictions from a...
coef.gglasso: get coefficients or make coefficient predictions from an...
colon: Simplified gene expression data from Alon et al. (1999)
cv.gglasso: Cross-validation for gglasso
gglasso: Fits the regularization paths for group-lasso penalized...
plot.cv.gglasso: plot the cross-validation curve produced by cv.gglasso
plot.gglasso: Plot solution paths from a "gglasso" object
predict.cv.gglasso: make predictions from a "cv.gglasso" object.
predict.gglasso: make predictions from a "gglasso" object.
print.gglasso: print a gglasso object

Functions

KKT Source code
bardet Man page
coef.cv.gglasso Man page Source code
coef.gglasso Man page Source code
colon Man page
cv.gglasso Man page Source code
cv.hsvm Man page Source code
cv.logit Man page Source code
cv.ls Man page Source code
cv.sqsvm Man page Source code
dhsvm Source code
dlogit Source code
dls Source code
dsqsvm Source code
err Source code
error.bars Source code
getmin Source code
getoutput Source code
gglasso Man page Source code
hsvm Source code
hubercls Source code
lambda.interp Source code
lamfix Source code
logit Source code
ls Source code
margin Source code
plot.cv.gglasso Man page Source code
plot.gglasso Man page Source code
predict.cv.gglasso Man page Source code
predict.gglasso Man page Source code
print.gglasso Man page Source code
sqsvm Source code

Files

COPYING
src
src/gglasso.f90
NAMESPACE
data
data/bardet.rda
data/colon.rda
R
R/model.R
R/cv.R
R/plot.gglasso.R
R/utilities.R
R/tools.R
R/gglasso.R
R/auxiliary.R
R/loss.R
R/plot.cv.gglasso.R
MD5
DESCRIPTION
ChangeLog
man
man/plot.gglasso.Rd
man/bardet.Rd
man/colon.Rd
man/predict.cv.gglasso.Rd
man/coef.cv.gglasso.Rd
man/predict.gglasso.Rd
man/plot.cv.gglasso.Rd
man/cv.gglasso.Rd
man/coef.gglasso.Rd
man/print.gglasso.Rd
man/gglasso.Rd
gglasso documentation built on May 19, 2017, 2:38 p.m.