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 (source, R code) |
| 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-devel (arm64): TRexSelector_1.0.0.tgz, r-release (arm64): TRexSelector_1.0.0.tgz, r-oldrel (arm64): TRexSelector_1.0.0.tgz, r-devel (x86_64): 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 |
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