Nonparametric Inference on Dose-Response Curves Without the Positivity Condition

Yikun Zhang, Yen-Chi Chen, Alexander Giessing

Existing statistical methods in causal inference often assume the positivity condition, where every individual has some chance of receiving any treatment level regardless of covari…