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stat.ML2026
Transfer Learning for Meta-analysis Under Covariate Shift
Zilong Wang, Ali Abdeen, Turgay Ayer
Randomized controlled trials often do not represent the populations where decisions are made, and covariate shift across studies can invalidate standard IPD meta-analysis and trans…
stat.ML2025
Causal Clustering for Conditional Average Treatment Effects Estimation and Subgroup Discovery
Zilong Wang, Turgay Ayer, Shihao Yang
Estimating heterogeneous treatment effects is critical in domains such as personalized medicine, resource allocation, and policy evaluation. A central challenge lies in identifying…
stat.ML2023
Small Area Estimation of Case Growths for Timely COVID-19 Outbreak Detection
Zhaowei She, Zilong Wang, Jagpreet Chhatwal +1
The COVID-19 pandemic has exerted a profound impact on the global economy and continues to exact a significant toll on human lives. The COVID-19 case growth rate stands as a key ep…