Adjusting ROC curves for covariates in the presence of verification bias

DOI10.1016/J.JSPI.2011.03.016zbMath1229.62143OpenAlexW1971121044WikidataQ57090286 ScholiaQ57090286MaRDI QIDQ643364

Benjamin Reiser, David Faraggi, Ronen Fluss

Publication date: 28 October 2011

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2011.03.016

zbMATH Keywords

sensitivityspecificitydiagnostic testsemi-parametricROC regression

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02)

Related Items (1)

Estimation of the volume under the ROC surface in presence of nonignorable verification bias

Uses Software

• bootstrap

Cites Work

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• Estimation of the disease-specific diagnostic marker distribution under verification bias
• Asymptotic Statistics
• Correcting for Confounding in Analyzing Receiver Operating Characteristic Curves
• Three Approaches to Regression Analysis of Receiver Operating Characteristic Curves for Continuous Test Results
• Estimation of the ROC Curve under Verification Bias
• Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias
• Assessing Accuracy of a Continuous Screening Test in the Presence of Verification Bias

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