Dimension-Free Average Treatment Effect Inference with Deep Neural Networks

Xinze Du, Yingying Fan, Jinchi Lv +2

This paper investigates the estimation and inference of the average treatment effect (ATE) using deep neural networks (DNNs) in the potential outcomes framework. Under some regular…