32 citations · 53 across the 14 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022
Meta-analysis of individualized treatment rules via sign-coherency
Jay Jojo Cheng, Jared D. Huling, Guanhua Chen
Medical treatments tailored to a patient's baseline characteristics hold the potential of improving patient outcomes while reducing negative side effects. Learning individualized t…
stat.ME2022★ 8 cited
Entropy Balancing for Causal Generalization with Target Sample Summary Information
Rui Chen, Guanhua Chen, Menggang Yu
In this paper, we focus on estimating the average treatment effect (ATE) of a target population when individual-level data from a source population and summary-level data (e.g., fi…