Causal and Counterfactual Views of Missing Data Models

Razieh Nabi, Rohit Bhattacharya, Ilya Shpitser +1

It is often said that the fundamental problem of causal inference is a missing data problem -- the comparison of responses to two hypothetical treatment assignments is made difficu…