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stat.ME2026
Where the Data End and the Mechanism Begins: Doubly Robust Causal Digital Twins for Treatment Strategies
Cong Cao
Digital twins are increasingly used to ask how a patient's health would evolve under alternative treatment strategies. When a twin couples a mechanistic model with learned componen…
stat.ME2026
Causal Inference under Interference with Learned Exposure Mappings
Cong Cao
Exposure mappings are often assumed to be known in causal spillover analyses. In environmental settings, however, they are typically induced by transport processes that are not dir…