Combining binary and continuous biomarkers by maximizing the area under the receiver operating characteristic curve

DOI10.1080/03610918.2020.1742354OpenAlexW3014872236MaRDI QIDQ5867473

Abdulmecit Yildiz, Ilker Ercan, Robab Ahmadian, Deniz Sigirli

Publication date: 14 September 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2020.1742354

zbMATH Keywords

AUCROC curvesbiomarker combinationbinary biomarkerparametric and non-parametric

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers
• Classification into two Multivariate Normal Distributions with Different Covariance Matrices
• Linear Combinations of Multiple Diagnostic Markers
• Combining diagnostic test results to increase accuracy
• A class of logistic-type discriminant functions
• Identifying Combinations of Cancer Markers for Further Study as Triggers of Early Intervention
• Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve

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