Deep IV: A Flexible Approach for Counterfactual Prediction

Jason S. Hartford, Greg Lewis, Kevin Leyton-Brown, Matt Taddy

Abstract: Counterfactual prediction requires understanding causal relationships between so-called treatment and outcome variables. This paper provides a recipe for augmenting deep learning methods to accurat...