Consistency of non parametric estimators of the area under the ROC curve

DOI10.1080/03610926.2013.827716zbMath1338.62078OpenAlexW2063047385MaRDI QIDQ2807663

Michał Chrzanowski, Ryszard Magiera

Publication date: 25 May 2016

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2013.827716

zbMATH Keywords

consistencyROC curvediagnostic test``plugin estimatorestimation of AUC

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

Cites Work

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• Bounding sample size projections for the area under a ROC curve
• Estimation of the area under ROC curve with censored data
• The area above the ordinal dominance graph and the area below the receiver operating characteristic graph
• ROC Curves for Continuous Data
• Kernel estimators and the Dvoretzky–Kiefer–Wolfowitz inequality
• Empirical Likelihood Inference for the Area under the ROC Curve

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