True verification probabilities should not be used in estimating the area under receiver operating characteristic curve

DOI10.1002/SIM.8700zbMATH Open1546.62845MaRDI QIDQ6629847

Yougui Wu

Publication date: 30 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

inverse probability weightingtwo-phase designverification biasarea under a ROC curveverification probability

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• The area above the ordinal dominance graph and the area below the receiver operating characteristic graph
• A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach
• A Nonparametric Maximum Likelihood Estimator for the Receiver Operating Characteristic Curve Area in the Presence of Verification Bias
• Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
• Estimating disease prevalence in two-phase studies
• A Generalization of Sampling Without Replacement From a Finite Universe

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