Package: TRexSelector

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

Version: 1.0.0

Date: 2024-02-23

Description: 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) <arXiv:2110.06048>.

Authors@R:

c(

person("Jasin", "Machkour", , "[email protected]", role = c("aut", "cre")),

person("Simon", "Tien", , email = "[email protected]", role = "aut"),

person(c("Daniel", "P."), "Palomar", , "[email protected]", role = "aut"),

person("Michael", "Muma", , "[email protected]", role = "aut")

)

Maintainer: Jasin Machkour <[email protected]>

URL: https://github.com/jasinmachkour/TRexSelector,

https://arxiv.org/abs/2110.06048

BugReports: https://github.com/jasinmachkour/TRexSelector/issues

License: GPL (>= 3)

Encoding: UTF-8

LazyData: true

Roxygen: list(markdown = TRUE)

RoxygenNote: 7.3.1

biocViews:

Suggests:

knitr,

rmarkdown,

ggplot2,

patchwork,

WGCNA,

fastcluster,

testthat (>= 3.0.0)

Config/testthat/edition: 3

Imports:

MASS,

stats,

tlars,

parallel,

doParallel,

foreach,

doRNG,

methods,

glmnet,

boot

Depends:

R (>= 2.10)

VignetteBuilder: knitr