2 papers
stat.ME2026
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…
stat.ME2025
Statistical Inference for Heterogeneous Treatment Effect with Right-censored Data from Synthesizing Randomized Clinical Trials and Real-world Data
Guangcai Mao, Shu Yang, Xiaofei Wang
The heterogeneous treatment effect plays a crucial role in precision medicine.There is evidence that real-world data, even subject to biases, can be employed as supplementary evide…