An Estimand-Focused Approach for AUC Generalization and Cross-Study Benchmarking

Jiajun Liu, Guangcai Mao, Xiaofei Wang

The area under the ROC curve (AUC) is the standard measure of a biomarker's discriminatory accuracy; however, AUC is rarely treated as a population-specific estimand. When validati…