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stat.ME2025
SLOPE and Designing Robust Studies for Generalization
Xinran Miao, Jiwei Zhao, Hyunseung Kang
A popular task in generalization is to learn about a new, target population based on data from an existing, source population. This task relies on conditional exchangeability, whic…
stat.ME2023★ 1 cited
Assumption-Lean and Data-Adaptive Post-Prediction Inference
Jiacheng Miao, Xinran Miao, Yixuan Wu +2
A primary challenge facing modern scientific research is the limited availability of gold-standard data which can be costly, labor-intensive, or invasive to obtain. With the rapid…