A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach

DOI10.1111/j.1541-0420.2010.01397.xzbMath1233.62183OpenAlexW2057180959WikidataQ30538455 ScholiaQ30538455MaRDI QIDQ3076041

Danping Liu, Xiao-Hua Andrew Zhou

Publication date: 17 February 2011

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3618959

zbMATH Keywords

Alzheimer's diseasenonignorable missing data

Mathematics Subject Classification ID

Related Items (6)

FULL-SEMIPARAMETRIC-LIKELIHOOD-BASED INFERENCE FOR NON-IGNORABLE MISSING DATA ⋮ On the identifiability and estimation of generalized linear models with parametric nonignorable missing data mechanism ⋮ Estimation of the volume under the ROC surface in presence of nonignorable verification bias ⋮ Estimated conditional score function for missing mechanism model with nonignorable nonresponse ⋮ Covariate Adjustment in Estimating the Area Under ROC Curve with Partially Missing Gold Standard ⋮ Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias

Cites Work

• Nonparametric analysis for the ROC areas of two diagnostic tests in the presence of nonignorable verification bias.
• Accounting for Nonignorable Verification Bias in Assessment of Diagnostic Tests
• Nonparametric estimation of the probability of illness in the illness-death model under cross-sectional sampling
• Pattern-Mixture Models for Multivariate Incomplete Data with Covariates
• A Nonparametric Maximum Likelihood Estimator for the Receiver Operating Characteristic Curve Area in the Presence of Verification Bias
• Estimating an roc curve in the presence of non-ignorable verification bias
• Comparing Correlated Areas under the ROC Curves of Two Diagnostic Tests in the Presence of Verification Bias
• ROC Curve Estimation When Covariates Affect the Verification Process
• Pattern-Mixture Models for Multivariate Incomplete Data
• Evaluating Multiple Diagnostic Tests with Partial Verification
• 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

This page was built for publication: A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach