Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias

DOI10.1198/016214505000001339zbMath1120.62336OpenAlexW1969050858WikidataQ58322548 ScholiaQ58322548MaRDI QIDQ5755038

Enrique F. Schisterman, David Faraggi, Andrea G. Rotnitzky

Publication date: 20 August 2007

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/016214505000001339

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02)

Related Items (10)

Estimation of the volume under the ROC surface in presence of nonignorable verification bias ⋮ Adjusting ROC curves for covariates in the presence of verification bias ⋮ Kernel smoothing density estimation when group membership is subject to missing ⋮ Robust Estimation of Area Under ROC Curve Using Auxiliary Variables in the Presence of Missing Biomarker Values ⋮ Estimation of the disease-specific diagnostic marker distribution under verification bias ⋮ Covariate Adjustment in Estimating the Area Under ROC Curve with Partially Missing Gold Standard ⋮ Introduction to double robust methods for incomplete data ⋮ A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach ⋮ Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias ⋮ Inverse probability weighting estimation of the volume under the ROC surface in the presence of verification bias

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