2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ME2026
Distributional Balancing for Causal Inference: A Unified Framework via Characteristic Function Distance
Diptanil Santra, Guanhua Chen, Chan Park
Weighting methods are essential tools for estimating causal effects in observational studies, with the goal of balancing pre-treatment covariates across treatment groups. Tradition…
stat.ME2022★ 2 cited
Policy Learning for Optimal Individualized Dose Intervals
Guanhua Chen, Xiaomao Li, Menggang Yu
We study the problem of learning individualized dose intervals using observational data. There are very few previous works for policy learning with continuous treatment, and all of…