Package: TRexSelector
Type: Package
Title: T-Rex Selector: High-Dimensional Variable Selection & FDR
        Control
Version: 2.0.0
Description: Variable selection for regression and classification in high-dimensional
 settings with control of the false discovery rate (FDR) at a user-specified target level.
 The implementations are primarily based on the T-Rex selector of Machkour, Muma and
 Palomar (2025) <doi:10.1016/j.sigpro.2025.109894> and its dependency-aware extension for
 correlated variables by Machkour, Muma and Palomar (2025) <doi:10.1016/j.sigpro.2025.109990>.
 Since version 2.0.0 the package comes as R bindings to the 'TRexSelector' C++ library, which
 replaces the pure-R implementation of the 1.x releases.
Authors@R: 
    c(
      person(given = "Jasin", family = "Machkour", email = "jasin.machkour@tu-darmstadt.de", role = c("aut", "cre")),
      person(given = "Fabian", family = "Scheidt", email = "fabian.scheidt@tu-darmstadt.de", role = "aut"),
      person(given = "Simon", family = "Tien", email = "simon.tien@stud.tu-darmstadt.de", role = "ctb"),
      person(given = c("Daniel", "P."), family = "Palomar", email = "daniel.p.palomar@gmail.com", role = "aut"),
      person(given = "Michael", family = "Muma", email = "michael.muma@tu-darmstadt.de", role = "aut")
    )
URL: https://github.com/trexselector/TRexSelector
BugReports: https://github.com/trexselector/TRexSelector/issues
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
LinkingTo: Rcpp, RcppEigen, BH, Rcereal
Depends: R (>= 4.3)
Imports: Rcpp, R6, methods
Suggests: Matrix, testthat (>= 3.0.0), knitr, rmarkdown
VignetteBuilder: knitr
SystemRequirements: C++20
Config/roxygen2/version: 8.1.0
NeedsCompilation: yes
Packaged: 2026-11-06 17:11:25 UTC; fabianscheidt
Author: Jasin Machkour [aut, cre],
  Fabian Scheidt [aut],
  Simon Tien [ctb],
  Daniel P. Palomar [aut],
  Michael Muma [aut]
Maintainer: Jasin Machkour <jasin.machkour@tu-darmstadt.de>
Repository: CRAN
Date/Publication: 2026-11-06 18:10:02 UTC
