260 citations · 828 across the 46 of their papers we have counts for
3 papers · 2 filters
Evaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects
Steve Yadlowsky, Scott Fleming, Nigam Shah +2
There are a number of available methods for selecting whom to prioritize for treatment, including ones based on treatment effect estimation, risk scoring, and hand-crafted rules. W…
Average Direct and Indirect Causal Effects under Interference
Yuchen Hu, Shuangning Li, Stefan Wager
We propose a definition for the average indirect effect of a binary treatment in the potential outcomes model for causal inference under cross-unit interference. Our definition is…
Treatment Allocation under Uncertain Costs
Georgy Kalashnov, Evan Munro, Hao Sun +2
We consider the problem of learning how to optimally allocate treatments whose cost is uncertain and can vary with pre-treatment covariates. This setting may arise in medicine if w…