ROC Curve Estimation When Covariates Affect the Verification Process

DOI10.1111/J.0006-341X.2000.01256.XzbMath1060.62661OpenAlexW2080985393WikidataQ52069824 ScholiaQ52069824MaRDI QIDQ4670495

Cindy Rodenberg, Xiao-Hua Andrew Zhou

Publication date: 22 April 2005

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.0006-341x.2000.01256.x

zbMATH Keywords

EM algorithmMLEtwo-stage designROC curveverification bias

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02)

Related Items (6)

Empirical Likelihood-Based Confidence Intervals for the Sensitivity of a Continuous-Scale Diagnostic Test with Missing Data ⋮ Estimation of the disease-specific diagnostic marker distribution under verification bias ⋮ Prediction of disease status: a regressive model approach for repeated measures ⋮ Imputation Approaches for Estimating Diagnostic Accuracy for Multiple Tests from Partially Verified Designs ⋮ A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach ⋮ Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias

Cites Work

• A Nonparametric Maximum Likelihood Estimator for the Receiver Operating Characteristic Curve Area in the Presence of Verification Bias
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