Canonical Representations of Markovian Structural Causal Models: A Framework for Counterfactual Reasoning

Lucas de Lara

Counterfactual reasoning aims at answering contrary-to-fact questions like ``Would have Alice recovered had she taken aspirin?'' and corresponds to the most fine-grained layer of c…