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.


Reference manual

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1.0 by Xin Huang, 8 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