Bayesian nonparametric estimation of ROC surface under verification bias

DOI10.1002/SIM.8181zbMATH Open1545.62691MaRDI QIDQ6624708

Rui Zhu, Subhashis Ghosal

Publication date: 28 October 2024

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

zbMATH Keywords

Dirichlet processROC surfaceBayesian bootstrapMAR assumptionverification bias correction

Mathematics Subject Classification ID

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

Cites Work

• Title not available (Why is that?)
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• Multiple-event forced-choice tasks in the theory of signal detectability
• Nonparametric Bayesian estimation of the three-way receiver operating characteristic surface
• Fundamentals of Nonparametric Bayesian Inference
• Assessing Accuracy of a Continuous Screening Test in the Presence of Verification Bias
• Bayesian bootstrap inference for the receiver operating characteristic surface

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