optAUC: 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.

Package details

AuthorXin Huang, Gengsheng Qin, Yixin Fang
MaintainerXin Huang <[email protected]>
Package repositoryView on CRAN
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optAUC documentation built on May 29, 2017, 3:24 p.m.