stabs: Stability Selection with Error Control

Resampling procedures to assess the stability of selected variables with additional finite sample error control for high-dimensional variable selection procedures such as Lasso or boosting

Version: 0.5-1
Depends: R (≥ 2.14.0), methods, stats, parallel
Suggests: TH.data, hdi
Enhances: glmnet, lars, mboost (> 2.3-0), gamboostLSS (≥ 1.2-0)
Published: 2015-01-12
Author: Benjamin Hofner [aut, cre], Torsten Hothorn [aut]
Maintainer: Benjamin Hofner <benjamin.hofner at fau.de>
License: GPL-2
URL: https://github.com/hofnerb/stabs
NeedsCompilation: no
Citation: stabs citation info
Materials: NEWS ChangeLog
In views: MachineLearning
CRAN checks: stabs results

Downloads:

Reference manual: stabs.pdf
Package source: stabs_0.5-1.tar.gz
Windows binaries: r-devel: stabs_0.5-1.zip, r-release: stabs_0.5-1.zip, r-oldrel: stabs_0.5-1.zip
OS X Mavericks binaries: r-release: stabs_0.5-1.tgz, r-oldrel: stabs_0.5-1.tgz
Old sources: stabs archive

Reverse dependencies:

Reverse depends: mboost
Reverse imports: DIFboost, FDboost

Linking:

Please use the canonical form https://CRAN.R-project.org/package=stabs to link to this page.