Inverse probability weighting estimation of the volume under the ROC surface in the presence of verification bias

DOI10.1002/bimj.201500225zbMath1353.62133OpenAlexW2469774875WikidataQ46944147 ScholiaQ46944147MaRDI QIDQ2833470

Todd A. Alonzo, Ying Zhang

Publication date: 18 November 2016

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201500225

zbMATH Keywords

missing at randomAlzheimer's diseasediagnostic testinverse probability weightingreceiver operating characteristic (ROC)VUSverification biasbiomarkerjackknife estimatorvolume under surface (VUS)

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bootstrap, jackknife and other resampling methods (62F40) Medical applications (general) (92C50) Diagnostics, and linear inference and regression (62J20)

Cites Work

• Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface
• Multiple-event forced-choice tasks in the theory of signal detectability
• NOTES ON BIAS IN ESTIMATION
• ROC Graphs for Assessing the Ability of a Diagnostic Marker to Detect Three Disease Classes with an Umbrella Ordering
• Estimating disease prevalence in two-phase studies
• Comparing disease screening tests when true disease status is ascertained only for screen positives
• 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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