Other packages > Find by keyword >

NBvarsel  

Variable Selection via Cross-Validated Net Benefit
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("NBvarsel", "0.1.1")



Attach the package and use:
library("NBvarsel")
Maintained by
Lasai Barreñada
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-30
Latest Update: 2026-08-30
Description:
Performs exhaustive or groupwise (backward elimination) variable selection for binary outcome prediction models using cross-validated Net Benefit as the optimization criterion. It supports predictor costs, restricted cubic splines, interaction terms, permutation importance, and parallel computation. It includes visualizations for model comparison and variable importance. References include Vickers AJ & Elkin EB (2006) <doi:10.1177/0272989X06295361>, Van Calster B et al. (2018) <doi:10.1016/j.eururo.2018.08.038>, Vickers AJ et al. (2019) <doi:10.1186/s41512-019-0064-7>, and Baker SG et al. (2012) <doi:10.1515/1557-4679.1395>.
How to cite:
Lasai Barreñada (2026). NBvarsel: Variable Selection via Cross-Validated Net Benefit. R package version 0.1.1, https://cran.r-project.org/web/packages/NBvarsel. Accessed 03 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited NBvarsel R package
View NBvarsel citation profile
Other R packages that NBvarsel depends, imports, suggests or enhances
Complete documentation for NBvarsel
Functions, R codes and Examples using the NBvarsel R package
Full NBvarsel package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

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