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rocTools  

Tools for Distribution-Based ROC Smoothing Using 'pROC'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rocTools", "0.1.3")



Attach the package and use:
library("rocTools")
Maintained by
Grant C. O'Connell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-07
Latest Update: 2026-05-07
Description:
Extends the functionality of the 'pROC' package for conducting smoothed receiver operating characteristic (ROC) curve analysis. Enables automated selection of the distribution families to be fit when smoothing ROC curves via the population probability density function estimation strategy described by Leeflang et al. (2008) <doi:10.1373/clinchem.2007.096032>, as well as generation of diagnostic performance and cutoff estimates from the resultant smoothed curves.
How to cite:
Grant C. O'Connell (2026). rocTools: Tools for Distribution-Based ROC Smoothing Using 'pROC'. R package version 0.1.3, https://cran.r-project.org/web/packages/rocTools. Accessed 21 Aug. 2026.
Previous versions and publish date:
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Complete documentation for rocTools
Functions, R codes and Examples using the rocTools R package
Full rocTools package functions and examples
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