Bias-corrected methods for estimating the receiver operating characteristic surface of continuous diagnostic tests

DOI10.1214/16-EJS1202zbMath1357.62321arXiv1510.03225OpenAlexW2342134988MaRDI QIDQ502787

Khan To Duc, Monica Chiogna, Gianfranco Adimari

Publication date: 11 January 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1510.03225

zbMATH Keywords

Monte Carlo simulationmissing at randomdiagnostic testsdisease statusreceiver operating characteristic (ROC) surface analysistrue class fractionsverification bias

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Empirical decision procedures; empirical Bayes procedures (62C12)

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Estimation of the volume under the ROC surface in presence of nonignorable verification bias ⋮ Bayesian semiparametric ROC surface estimation under verification bias

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