Nonparametric analysis for the ROC areas of two diagnostic tests in the presence of nonignorable verification bias.
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Publication:1395882
DOI10.1016/S0378-3758(02)00146-5zbMath1043.62097OpenAlexW2080617149MaRDI QIDQ1395882
Pete Castelluccio, Xiao-Hua Andrew Zhou
Publication date: 1 July 2003
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0378-3758(02)00146-5
Asymptotic distribution theory in statistics (62E20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)
Related Items (6)
Estimation of the volume under the ROC surface in presence of nonignorable verification bias ⋮ Estimation of the disease-specific diagnostic marker distribution under verification bias ⋮ Covariate Adjustment in Estimating the Area Under ROC Curve with Partially Missing Gold Standard ⋮ Unnamed Item ⋮ A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach ⋮ Estimators of sensitivity and specificity in the presence of verification bias: A Bayesian ap\-proach
Cites Work
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- The area above the ordinal dominance graph and the area below the receiver operating characteristic graph
- Maximum likelihood estimators of sensitivity and specificity corrected for verification bias
- Parameter Estimation from Incomplete Data in Binomial Regression When the Missing Data Mechanism is Nonignorable
- Estimating an roc curve in the presence of non-ignorable verification bias
- Pattern-Mixture Models for Multivariate Incomplete Data
- Evaluating Multiple Diagnostic Tests with Partial Verification
- Modeling the Drop-Out Mechanism in Repeated-Measures Studies
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