Scalable Counterfactual Risk Estimation for Rare Events in Longitudinal Data

Xiaohui Yin, Avijit Mitra, Ying Zhou +2

Estimating the causal effect of time-varying treatments on survival outcomes in large observational studies is computationally demanding, particularly when outcomes are rare. While…