Scalable Counterfactual Distribution Estimation in Multivariate Causal Models

Thong Pham, Shohei Shimizu, Hideitsu Hino +1

We consider the problem of estimating the counterfactual joint distribution of multiple quantities of interests (e.g., outcomes) in a multivariate causal model extended from the cl…