A refinement of the common cause principle
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 Reichenbachs common cause principle.
common cause principle bayesian networks information flows causality theory multi-information