Forest Kernel Balancing Weights: Outcome-Guided Features for Causal Inference

Andy A. Shen, Eli Ben-Michael, Avi Feller +2

While balancing covariates between groups is central for observational causal inference, selecting which features to balance remains a challenging problem. Kernel balancing is a pr…