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stat.ME2026
Balancing Covariates for Continuous Treatments by Exploiting Continuity
Souhardya Sengupta, Kosuke Imai
We consider causal effect estimation in observational studies with continuous treatment. We introduce a general class of causal estimands that, as a special case, includes the aver…
stat.ME2026
Dynamic Policy Evaluation and Learning with Spatio-temporal Data
Lingxiao Zhou, Kosuke Imai, Jason Lyall +1
Although sequential decision-making is ubiquitous across domains, policy evaluation and learning with spatio-temporal data remain challenging due to spatial spillover and temporal…