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caROC  

Continuous Biomarker Evaluation with Adjustment of Covariates
View on CRAN: Click here


Download and install caROC package within the R console
Install from CRAN:
install.packages("caROC")

Install from Github:
library("remotes")
install_github("cran/caROC")

Install by package version:
library("remotes")
install_version("caROC", "0.1.5")



Attach the package and use:
library("caROC")
Maintained by
Ziyi Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-02
Latest Update: 2021-04-02
Description:
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".
How to cite:
Ziyi Li (2021). caROC: Continuous Biomarker Evaluation with Adjustment of Covariates. R package version 0.1.5, https://cran.r-project.org/web/packages/caROC. Accessed 22 Dec. 2024.
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