Other packages > Find by keyword >

TRexSelector  

T-Rex Selector: High-Dimensional Variable Selection & FDR Control
View on CRAN: Click here


Download and install TRexSelector package within the R console
Install from CRAN:
install.packages("TRexSelector")

Install from Github:
library("remotes")
install_github("cran/TRexSelector")

Install by package version:
library("remotes")
install_version("TRexSelector", "1.0.0")



Attach the package and use:
library("TRexSelector")
Maintained by
Jasin Machkour
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-17
Latest Update: 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) <doi:10.48550/arXiv.2110.06048>.
How to cite:
Jasin Machkour (2022). TRexSelector: T-Rex Selector: High-Dimensional Variable Selection & FDR Control. R package version 1.0.0, https://cran.r-project.org/web/packages/TRexSelector. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:27), 0.0.1 (2022-08-17 08:50)
Other packages that cited TRexSelector R package
View TRexSelector citation profile
Other R packages that TRexSelector depends, imports, suggests or enhances
Complete documentation for TRexSelector
Functions, R codes and Examples using the TRexSelector R package
Some associated functions: FDP . Gauss_data . Phi_prime_fun . TPP . add_dummies . add_dummies_GVS . fdp_hat . lm_dummy . random_experiments . select_var_fun . trex . 
Some associated R codes: FDP.R . Gauss_data.R . Phi_prime_fun.R . TPP.R . add_dummies.R . add_dummies_GVS.R . fdp_hat.R . lm_dummy.R . random_experiments.R . select_var_fun.R . trex.R .  Full TRexSelector package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA