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 <xhuang.fhcrc@gmail.com>
Package repositoryView on CRAN
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optAUC documentation built on May 2, 2019, 2:07 a.m.