A refinement of the common cause principle |
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| Authors: | Nihat Ay |
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| Institution: | Max Planck Institute for Mathematics in the Sciences, Inselstrasse 22, D-04103 Leipzig, Germany;Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501, USA;China;Germany;Turkey;Turkey |
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| Abstract: | I study the interplay between stochastic dependence and causal relations within the setting of Bayesian networks and in terms of information theory. The application of a recently defined causal information flow measure provides a quantitative refinement of Reichenbach’s common cause principle. |
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