Causal Inference With Selectively Deconfounded Data

Kyra Gan, Andrew A. Li, Zachary C. Lipton +1

Given only data generated by a standard confounding graph with unobserved confounder, the Average Treatment Effect (ATE) is not identifiable. To estimate the ATE, a practitioner mu…