Elements of information theory
Elements of information theory
Equivalence and synthesis of causal models
UAI '90 Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence
Causes and Explanations: A Structural-Model Approach: Part 1: Causes
UAI '01 Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence
Learning Bayesian Networks
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A metric of causal power can assist in developing and using causal Bayesian networks. We introduce a metric based upon information theory. We show that it generalizes prior metrics restricted to linear and noisy-or models, while providing a metric appropriate to the full representational power of Bayesian nets.