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