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The problem of individualization is recognized as crucial in almost every field.
On the measurement of susceptibility in epidemiologic studies
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Aspects of graphical models connected with causality
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Probabilistic Counterfactuals: Semantics, Computation, and Applications
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An axiomatic characterization of causal counterfactuals
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Probabilities of Causation: Three counterfactual interpretations and their identification
Pearl, J. (1999) · 1999
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Axiomatizing causal reasoning
Halpern, J. Y. (2000) · 2000
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Causation, Prediction, and Search
Spirtes, P., Glymour, C. N., Scheines, R., and Heckerman, D. (2000) · 2000
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Probabilities of causation: Bounds and identification
Tian, J. and Pearl, J. (2000) · 2000
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Probabilistic Graphical Models: Principles and Techniques
Koller, D. and Friedman, N. (2009) · 2009
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Causality
Pearl, J. (2009) · 2009
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Counterfactuals and policy analysis in structural models
Balke, A. and Pearl, J. (2013) · 2013
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Psychological and normative theories of causal power and the probabilities of causes
Glymour, C. (2013) · 2013
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The probability of causation
Dawid, P., Musio, M., and Murtas, R. (2017) · 2017
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Unit selection based on counterfactual logic
Li, A. and Pearl, J. (2019) · 2019
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Which Patients are in Greater Need: A counterfactual analysis with reflections on COVID-19
Mueller, S. and Pearl, J. (2020) · 2020
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