Cross-World Assumption and Refining Prediction Intervals for Individual Treatment Effects

Juraj Bodik, Yaxuan Huang, Bin Yu

While average treatment effects (ATE) and conditional average treatment effects (CATE) provide valuable population- and subgroup-level summaries, they fail to capture uncertainty a…