Estimating the Average Treatment Effect under Limited Overlap via Polynomial Approximation and Extrapolation

Shunichiro Orihara, Sho Komukai, Fan Li

Estimating the average treatment effect (ATE) remains a fundamental challenge in observational studies in the presence of poor or limited covariate overlap. Although the inverse pr…