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stat.ME2026
Privacy-preserving Meta-analysis through Low-Rank Basis Hunting
Wenqi Shi, Kosuke Imai, Yi Zhang
A central challenge of meta-analysis is that the populations underlying existing studies often differ from the target population in unknown ways. We study the problem of predicting…
stat.ME2022
Strategy to select most efficient RCT samples based on observational data
Wenqi Shi, Xi Lin
Randomized experiments can provide unbiased estimates of sample average treatment effects. However, estimates of population treatment effects can be biased when the experimental sa…
stat.ME2022★ 1 cited
Rerandomization and covariate adjustment in split-plot designs
Wenqi Shi, Anqi Zhao, Hanzhong Liu
The split-plot design arises from agricultural sciences with experimental units, also known as subplots, nested within groups known as whole plots. It assigns the whole-plot interv…