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Robust Estimation of Area Under ROC Curve Using Auxiliary Variables In the Presence of Missing Biomarker Values

In medical research, the receiver operating characteristic (ROC) curves can be used to evaluate the performance of biomarkers for diagnosing diseases or predicting the risk of developing a disease in the future. The area under the ROC curve (AUC), as a summary measure of ROC curves, is widely utiliz...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Biometrics
Main Authors: Long, Qi, Zhang, Xiaoxi, Johnson, Brent A.
Format: Artigo
Jezik:Inglês
Izdano: 2010
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8162996/
https://ncbi.nlm.nih.gov/pubmed/20825391
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2010.01487.x
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