arxivstat.MEstat.ML2026-06-27
Doubly cross-fit debiased machine learning of heterogeneous treatment effects under principal stratification
Principal stratification provides a foundational framework for causal inference with intermediate outcomes by defining causal effects within subpopulations, yet existing work has largely focused on average effects across strata rather than treatment effect heterogeneity within st…