CRAN/E | TRexSelector

TRexSelector

T-Rex Selector

Installation

About

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 (2021) .

Citation TRexSelector citation info
github.com/jasinmachkour/trex
arxiv.org/abs/2110.06048
Bug report File report

Key Metrics

Version 0.0.1
R ≥ 2.10
Published 2022-08-17 224 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks TRexSelector results

Downloads

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Last 7 days 67 -45%
Last 30 days 299 +16%
Last 90 days 774 -35%
Last 365 days 2.673

Maintainer

Maintainer

Jasin Machkour

jasin.machkour@tu-darmstadt.de

Authors

Jasin Machkour

aut / cre

Simon Tien

aut

Daniel P. Palomar

aut

Michael Muma

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

The T-Rex Selector: Usage and Simulations

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10

Imports

MASS
stats
tlars
parallel
doParallel
foreach
doRNG
methods
glmnet

Suggests

knitr
rmarkdown
ggplot2
patchwork
testthat ≥ 3.0.0