A step-by-step algorithm for combining diagnostic tests

DOI10.1080/02664761003692373OpenAlexW2038371450MaRDI QIDQ5124811

Gerardo Sanz, Angel Borque, Luis Mariano Esteban

Publication date: 30 September 2020

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

Full work available at URL: https://doi.org/10.1080/02664761003692373

zbMATH Keywords

linear modelreceiver operating characteristic curvediagnostic testsstep-by-step algorithmclassification accuracy

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Confidence interval estimation of the Youden index and corresponding cut-point for a combination of biomarkers under normality

Uses Software

• bootstrap

Cites Work

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• The area above the ordinal dominance graph and the area below the receiver operating characteristic graph
• Statistical Methods in Diagnostic Medicine
• Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach
• Linear Combinations of Multiple Diagnostic Markers
• Combining diagnostic test results to increase accuracy
• A Model Free Approach to Combining Biomarkers
• Combining Multiple Markers for Classification Using ROC
• Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve

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