Estimation of Treatment Effects in Extreme and Unobserved Data

Jiyuan Tan, Jose Blanchet, Vasilis Syrgkanis

Causal effect estimation seeks to determine the impact of an intervention from observational data. However, the existing causal inference literature primarily addresses treatment e…