32 citations · 84 across the 22 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
stat.ME2021★ 32 cited
Independence weights for causal inference with continuous treatments
Jared D. Huling, Noah Greifer, Guanhua Chen
Studying causal effects of continuous treatments is important for gaining a deeper understanding of many interventions, policies, or medications, yet researchers are often left wit…
stat.ML2021★ 4 cited
Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population
Rui Chen, Jared D. Huling, Guanhua Chen +1
Learning individualized treatment rules (ITRs) is an important topic in precision medicine. Current literature mainly focuses on deriving ITRs from a single source population. We c…