Graphoids over Counterfactuals

Pearl Judea ()
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Pearl Judea: Department of Computer Science, University of California – Los Angeles, Los Angeles, CA 90095-1596, USA

Journal of Causal Inference, 2014, vol. 2, issue 2, 243-248

Abstract: Augmenting the graphoid axioms with three additional rules enables us to handle independencies among observed as well as counterfactual variables. The augmented set of axioms facilitates the derivation of testable implications and ignorability conditions whenever modeling assumptions are articulated in the language of counterfactuals.

Keywords: conditional independence; counterfactuals; graphoids; testable implications; consistency axiom; ignorability; mediation (search for similar items in EconPapers)
Date: 2014
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Persistent link: https://EconPapers.repec.org/RePEc:bpj:causin:v:2:y:2014:i:2:p:6:n:7

DOI: 10.1515/jci-2014-0028

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