Empirical Likelihood Ratio Test/Confidence Interval for AUC or pAUC

Test hypotheses and construct confidence intervals for AUC (area under Receiver Operating Characteristic curve) and pAUC (partial area under ROC curve), from the given two samples of test data with disease/healthy subjects. The method used is based on TWO SAMPLE empirical likelihood and PROFILE empirical likelihood, as described in < https://www.ms.uky.edu/~mai/research/eAUC1.pdf>.


July 5, 2022. Version 0.2

Roll up of the functions from the web page
https://www.ms.uky.edu/~mai/Rcode/emplikAUC.R
into a package.


Jan. 13, 2023. Version 0.3 

Eliminating two functions for compute confidence intervals.



May 30, 2024. Version 0.4

Add function smooth0. 
Fix the Rd file for the internal functions.

Nov.  2025, Version 0.5 

Add function eltest4diff2auc
for paired two sample, testing AUC1-AUC2 =theta




Reference manual

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install.packages("emplikAUC")

0.5 by Mai Zhou, a year ago


Browse source code at https://github.com/cran/emplikAUC


Authors: Mai Zhou [aut, cre, cph] , Xue Ding [aut] , Yumin Zhao [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats

Depends on emplik2, rootSolve


See at CRAN