Self Balancing Neural Network: A Novel Method to Estimate Average Treatment Effect

Atomsa Gemechu Abdisa, Yingchun Zhou, Yuqi Qiu

In observational studies, confounding variables affect both treatment and outcome. Moreover, instrumental variables also influence the treatment assignment mechanism. This situatio…