Estimating Causal Effects with Hidden Confounding using Instrumental Variables and Environments

James P. Long, Hongxu Zhu, Kim-Anh Do +1

Recent works have proposed regression models which are invariant across data collection environments. These estimators often have a causal interpretation under conditions on the en…