jpgard/auctestr: Statistical Testing for AUC Data

Performs statistical testing to compare predictive models based on multiple observations of the A' statistic (also known as Area Under the Receiver Operating Characteristic Curve, or AUC). Specifically, it implements a testing method based on the equivalence between the A' statistic and the Wilcoxon statistic. For more information, see Hanley and McNeil (1982) <doi:10.1148/radiology.143.1.7063747>.

Getting started

Package details

MaintainerJosh Gardner <[email protected]>
LicenseMIT + file LICENSE
Version1.0.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("jpgard/auctestr")
jpgard/auctestr documentation built on Nov. 18, 2017, 4:08 p.m.