Adjusting for covariate effects on classification accuracy using the covariate-adjusted receiver operating characteristic curve
利用协变量调整 ROC 曲线评估分类准确性
Recent scientific and technological innovations have produced an abundance of potential markers that are being investigated for their use in disease screening and diagnosis. In evaluating these markers, it is often necessary to account for covariates associated with the marker of interest. Covariates may include subject characteristics, expertise of the test operator, test procedures or aspects of specimen handling. In this paper, we propose the covariate-adjusted receiver…