A Proposed Probabilistic Extension of the Halpern and Pearl Definition of ‘Actual Cause’

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Abstract
In their article 'Causes and Explanations: A Structural-Model Approach. Part I: Causes', Joseph Halpern and Judea Pearl draw upon structural equation models to develop an attractive analysis of 'actual cause'. Their analysis is designed for the case of deterministic causation. I show that their account can be naturally extended to provide an elegant treatment of probabilistic causation.
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2017
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Archival date: 2017-02-27
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Causality.Pearl, Judea
Causation, Prediction, and Search.Spirtes, Peter; Glymour, Clark & Scheines, Richard

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Partial Liability.Kaiserman, Alex

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2015-09-07

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