Causal Gradient Boosting: Boosted Instrumental Variable Regression

Edvard Bakhitov, Amandeep Singh

Recent advances in the literature have demonstrated that standard supervised learning algorithms are ill-suited for problems with endogenous explanatory variables. To correct for t…