Bounding probabilities of causation through the causal marginal problem

Numair Sani, Atalanti A. Mastakouri, Dominik Janzing

Probabilities of Causation play a fundamental role in decision making in law, health care and public policy. Nevertheless, their point identification is challenging, requiring stro…