Heterogeneity-Aware Federated Causal Inference Leveraging Effect-Measure Transportability

Siqi Cao, Shu Yang

Federated learning of causal estimands offers a powerful strategy to improve estimation efficiency by leveraging data from multiple study sites while preserving privacy. Existing l…