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TRexSelector: T-Rex Selector: High-Dimensional Variable Selection & FDR Control

Performs fast variable selection in high-dimensional settings while controlling the false discovery rate (FDR) at a user-defined target level. The package is based on the paper Machkour, Muma, and Palomar (2022) <doi:10.48550/arXiv.2110.06048>.

Version: 1.0.0
Depends: R (≥ 2.10)
Imports: MASS, stats, tlars, parallel, doParallel, foreach, doRNG, methods, glmnet, boot
Suggests: knitr, rmarkdown, ggplot2, patchwork, WGCNA, fastcluster, testthat (≥ 3.0.0)
Published: 2024-02-23
DOI: 10.32614/CRAN.package.TRexSelector
Author: Jasin Machkour [aut, cre], Simon Tien [aut], Daniel P. Palomar [aut], Michael Muma [aut]
Maintainer: Jasin Machkour <jasin.machkour at tu-darmstadt.de>
BugReports: https://github.com/jasinmachkour/TRexSelector/issues
License: GPL (≥ 3)
URL: https://github.com/jasinmachkour/TRexSelector, https://arxiv.org/abs/2110.06048
NeedsCompilation: no
Citation: TRexSelector citation info
Materials: README NEWS
CRAN checks: TRexSelector results

Documentation:

Reference manual: TRexSelector.pdf
Vignettes: The T-Rex Selector: Usage and Simulations

Downloads:

Package source: TRexSelector_1.0.0.tar.gz
Windows binaries: r-devel: TRexSelector_1.0.0.zip, r-release: TRexSelector_1.0.0.zip, r-oldrel: TRexSelector_1.0.0.zip
macOS binaries: r-release (arm64): TRexSelector_1.0.0.tgz, r-oldrel (arm64): TRexSelector_1.0.0.tgz, r-release (x86_64): TRexSelector_1.0.0.tgz, r-oldrel (x86_64): TRexSelector_1.0.0.tgz
Old sources: TRexSelector archive

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.