Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score

Yang Ning, Sida Peng, Kosuke Imai

In this paper, we propose a robust method to estimate the average treatment effects in observational studies when the number of potential confounders is possibly much greater than…