Naoya Hashimoto

Identification and Bounding of Central Moments of Causal Effects Using Marginal Moments Information

Naoya Hashimoto, Yuta Kawakami, Jin Tian

Evaluating the causal effect of a treatment on an outcome is a central objective in causal inference. While the average causal effect summarizes the mean impact of treatment, the central moments of the individual causal effect (ICE) characterize the shape of the ICE distribution,…Read more