Choosing Covariate Balancing Methods for Causal Inference: Practical Insights from a Simulation Study

Etienne Peyrot, Raphaël Porcher, Francois Petit

Background: Inverse probability of treatment weighting (IPTW) is used for confounding adjustment in observational studies. Newer weighting methods include energy balancing (EB), ke…