8 citations · 14 across the 4 of their papers we have counts for
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stat.ME2022★ 6 cited
Collaborative causal inference with a distributed data-sharing management
Mengtong Hu, Xu Shi, Peter X. -K. Song
Data sharing barriers are paramount challenges arising from multicenter clinical trials where multiple data sources are stored in a distributed fashion at different local study sit…
stat.ME2021★ 8 cited
Theory for identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework
Xu Shi, Kendrick Li, Wang Miao +2
Synthetic control (SC) methods are commonly used to estimate the treatment effect on a single treated unit in panel data settings. An SC is a weighted average of control units buil…