Package: caROC 0.1.5

caROC: Continuous Biomarker Evaluation with Adjustment of Covariates

Compute covariate-adjusted specificity at controlled sensitivity level, or covariate-adjusted sensitivity at controlled specificity level, or covariate-adjust receiver operating characteristic curve, or covariate-adjusted thresholds at controlled sensitivity/specificity level. All statistics could also be computed for specific sub-populations given their covariate values. Methods are described in Ziyi Li, Yijian Huang, Datta Patil, Martin G. Sanda (2021+) "Covariate adjustment in continuous biomarker assessment".

Authors:Ziyi Li

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9 exports 0.00 score 8 dependencies 5 scripts 227 downloads

Last updated 3 years agofrom:6c243aa38c. Checks:OK: 7. Indexed: yes.

Exports:caROCcaROC_CBcaThresholdplot_caROCplot_caROC_CBplot_sscaROCplot_sscaROC_CBsscaROCsscaROC_CB

Dependencies:latticeMASSMatrixMatrixModelsquantregRColorBrewerSparseMsurvival