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".


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install.packages("caROC")

0.1.5 by Ziyi Li, 6 months ago


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


Authors: Ziyi Li


Documentation:   PDF Manual  


GPL-2 license


Depends on quantreg, RColorBrewer

Suggests knitr, rmarkdown


See at CRAN