The Deductive Approach to Causal Inference

Abstract This paper reviews concepts, principles, and tools that have led to a coherent mathematical theory that unifies the graphical, structural, and potential outcome approaches to causal inference. The theory provides solutions to a number of pending problems in causal analysis, including questions of confounding control, policy analysis, mediation, missing data, and the integration of data from diverse studies.

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Year of publication:	2014
Authors:	Pearl, Judea
Published in:	Journal of Causal Inference. - De Gruyter, ISSN 2193-3685, ZDB-ID 2742570-8. - Vol. 2.2014, 2, p. 115-129
Publisher:	De Gruyter
Subject:	causal inference \| confounding \| counterfactuals \| mediation \| missing data \| external validity

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Type of publication:	Article
Type of publication (narrower categories):	research-article
Language:	English
Other identifiers:	10.1515/jci-2014-0016 [DOI]
Source:	Other ZBW resources

Persistent link: https://www.econbiz.de/10014610813