In J. M. Mooij, D. Janzing, J. Peters, T. Claassen & A. Hyttinen (eds.), Proceedings of the UAI Workshop Causal Inference: Learning and Prediction. CEUR-WS. pp. 1-10 (2014)

Authors
Alexander Gebharter
Ludwig Maximilians Universität, München
Gerhard Schurz
Heinrich Heine University Düsseldorf
Abstract
In this paper we show that the application of Occam’s razor to the theory of causal Bayes nets gives us a neat definition of direct causation. In particular we show that Occam’s razor implies Woodward’s (2003) definition of direct causation, provided suitable intervention variables exist and the causal Markov condition (CMC) is satisfied. We also show how Occam’s razor can account for direct causal relationships Woodward style when only stochastic intervention variables are available.
Keywords philosophy of science  causation  causality  intervention  causal Bayes nets  Occam's razor
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References found in this work BETA

Causality.Judea Pearl - 2000 - Cambridge University Press.
Review of M Aking Things Happen.Eric Hiddleston - 2005 - Philosophical Review 114 (4):545-547.

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Citations of this work BETA

Causal Exclusion and Causal Bayes Nets.Alexander Gebharter - 2017 - Philosophy and Phenomenological Research 95 (2):353-375.
Antireductionist Interventionism.Reuben Stern & Benjamin Eva - forthcoming - British Journal for the Philosophy of Science.

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