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9

AAAI
2015

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Pearl's Causality in a Logical Setting

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Pearl's Causality in a Logical Setting

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We provide a logical representation of Pearl’s structural causal models in the framework of the causal calculus of McCain and Turner (1997) and its ﬁrst-order generalization by Lifschitz. It will be shown that, under this representation, the nonmonotonic semantics of the causal calculus describes precisely the solutions of the structural equations (the causal worlds of a causal model), while the causal logic from Bochman (2004) is adequate for describing the behavior of causal models under interventions (forming submodels).

Alexander Bochman, Vladimir Lifschitz

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Added	27 Mar 2016
Updated	27 Mar 2016
Type	Journal
Year	2015
Where	AAAI
Authors	Alexander Bochman, Vladimir Lifschitz

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