Distributional Balancing for Causal Inference: A Unified Framework via Characteristic Function Distance

Diptanil Santra, Guanhua Chen, Chan Park

Weighting methods are essential tools for estimating causal effects in observational studies, with the goal of balancing pre-treatment covariates across treatment groups. Tradition…