Identification of Probabilities of Causation: from Recursive to Closed-Form Bounds

Xin Shu, Shuai Wang, Ang Li

Probabilities of causation (PoCs) are fundamental quantities for counterfactual analysis and personalized decision making. However, existing analytical results are largely confined…