A quantitative concordance measure for comparing and combining treatment selection markers

DOI10.1515/IJB-2016-0064MaRDI QIDQ6636143

Shujie Ma, Zhiwei Zhang, Lei Nie, Guoxing Soon

Publication date: 12 November 2024

Published in: The International Journal of Biostatistics (Search for Journal in Brave)

zbMATH Keywords

cross-validationpersonalized medicineU-statisticprecision medicinetreatment effect heterogeneitypredictive biomarker

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• Evaluating Markers for Selecting a Patient's Treatment
• Asymptotic Statistics
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning
• A Robust Method for Estimating Optimal Treatment Regimes
• A Simple Method for Estimating Interactions Between a Treatment and a Large Number of Covariates
• The Limiting Distribution of the Maximum Rank Correlation Estimator
• Combining Multiple Markers for Classification Using ROC
• Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve

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