Optimal Combinations of Diagnostic Tests Based on AUC

Searches for optimal linear combination of multiple diagnostic tests (markers) that maximizes the area under the receiver operating characteristic curve (AUC); performs an approximated cross-validation for estimating the AUC associated with the estimated coefficients.


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install.packages("optAUC")

1.0 by Xin Huang, 6 years ago


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


Authors: Xin Huang , Gengsheng Qin , Yixin Fang


Documentation:   PDF Manual  


GPL-2 license


Depends on MASS


See at CRAN