Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias - Rotnitzky, Andrea; Faraggi, David; Schisterman, Enrique (Journal of the American Statistical Association, 2006)
Keywords: Applications; Bias; Calculus of variations and optimal control; Diagnostic test; Diagnostic tests; Disease models; Epidemiology; Estimation bias; Estimators; Exact sciences and technology; General topics; Inference; Marker; Mathematical analysis; Mathematics; Maximum likelihood estimation; Medical diagnostic tests; Nonignorable; Parametric inference; Parametric models; Probability and statistics; Sciences and techniques of general use; Selection bias; Sensitivity; Sensitivity analysis; Significance tests; Social science research; Specificity; Statistical methods; Statistical models; Statistics; Theory and Methods; Sensitivity analysis; Model selection; Bias; Estimator robustness; Statistical association; Robust estimation; Marker; Covariate; Asymptotic convergence; Nonignorable; Statistical method; Missing data; Diagnostic test; Sensitivity; Specificity; Asymptotic normality; Receiver operating characteristic curves; Selection method; Application; Biased estimation