1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
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…
Nonlinear Causal Discovery via Kernel Anchor Regression
Wenqi Shi, Wenkai Xu
Learning causal relationships is a fundamental problem in science. Anchor regression has been developed to address this problem for a large class of causal graphical models, though…
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…