stabs/DESCRIPTION at master · hofnerb/stabs · GitHub

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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