Package: stabs
Title: Stability Selection with Error Control
Version: 0.7-1
Date: 2026-01-30
Authors@R: c(person("Benjamin", "Hofner", role = c("aut", "cre"),
	                  email = "benjamin.hofner@pei.de",
	                  comment = c(ORCID = "0000-0003-2810-3186")),
       	     person("Torsten", "Hothorn", role = c("aut"),
       	            comment = c(ORCID = "0000-0001-8301-0471")))
Description: 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. Both, standard stability selection (Meinshausen &
        Buhlmann, 2010, <doi:10.1111/j.1467-9868.2010.00740.x>) and
        complementary pairs stability selection with improved error
        bounds (Shah & Samworth, 2013,
        <doi:10.1111/j.1467-9868.2011.01034.x>) are implemented. The
        package can be combined with arbitrary user specified variable
        selection approaches.
VignetteBuilder: knitr
Depends: R (>= 2.14.0), methods, stats, parallel
Imports: graphics, grDevices, utils
Suggests: glmnet, lars, mboost (> 2.3-0), gamboostLSS (>= 1.2-0),
        TH.data, hdi, testthat, knitr, rmarkdown
License: GPL-2
URL: https://github.com/hofnerb/stabs
BugReports: https://github.com/hofnerb/stabs/issues
Repository: https://hofnerb.r-universe.dev
Date/Publication: 2026-01-30 10:19:04 UTC
RemoteUrl: https://github.com/hofnerb/stabs
RemoteRef: HEAD
RemoteSha: d90e7a255ecdb647e254d3fa528e8e5cd61b103b
NeedsCompilation: no
Packaged: 2026-07-04 20:13:53 UTC; root
Author: Benjamin Hofner [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2810-3186>),
  Torsten Hothorn [aut] (ORCID: <https://orcid.org/0000-0001-8301-0471>)
Maintainer: Benjamin Hofner <benjamin.hofner@pei.de>