Causal Inference Through the Structural Causal Marginal Problem

Luigi Gresele, Julius von Kügelgen, Jonas M. Kübler +3

We introduce an approach to counterfactual inference based on merging information from multiple datasets. We consider a causal reformulation of the statistical marginal problem: gi…