Probabilities of Causation: Three Counterfactual Interpretations and Their Identification

Author:

Pearl Judea

Publisher

ACM

Reference66 articles.

1. Aldrich J.: 1993 ‘Cowles’ Exogeneity and Core Exogeneity’ Technical Report Discussion Paper 9308 Department of Economics University of Southampton Southampton. Aldrich J.: 1993 ‘Cowles’ Exogeneity and Core Exogeneity’ Technical Report Discussion Paper 9308 Department of Economics University of Southampton Southampton.

2. Identification of Causal Effects Using Instrumental Variables

3. Balke , A. and J. Pearl : 1994 a, ‘Counterfactual Probabilities: Computational Methods, Bounds and Applications ’, in R. Lopez de Mantaras and D. Poole (eds.), Uncertainty in Artificial Intelligence 10, Morgan Kaufmann , San Mateo, CA, pp. 46– 54 . Balke, A. and J. Pearl: 1994a, ‘Counterfactual Probabilities: Computational Methods, Bounds and Applications’, in R. Lopez de Mantaras and D. Poole (eds.), Uncertainty in Artificial Intelligence 10, Morgan Kaufmann, San Mateo, CA, pp. 46–54.

4. Balke , A. and J. Pearl : 1994b, ‘Probabilistic Evaluation of Counterfactual Queries ’, in Proceedings of the Twelfth National Conference on Artificial Intelligence , Volume I , MIT Press, Cambridge, MA , pp. 230– 237 . Balke, A. and J. Pearl: 1994b, ‘Probabilistic Evaluation of Counterfactual Queries’, in Proceedings of the Twelfth National Conference on Artificial Intelligence, Volume I, MIT Press, Cambridge, MA, pp. 230–237.

5. Balke , A. and J. Pearl : 1995, ‘Counterfactuals and Policy Analysis in Structural Models ’, in P. Besnard and S. Hanks (eds.), Uncertainty in Artificial Intelligence 11, Morgan Kaufmann , San Francisco, CA , pp. 11– 18 . Balke, A. and J. Pearl: 1995, ‘Counterfactuals and Policy Analysis in Structural Models’, in P. Besnard and S. Hanks (eds.), Uncertainty in Artificial Intelligence 11, Morgan Kaufmann, San Francisco, CA, pp. 11–18.

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