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cs.AI2000
Causes and Explanations: A Structural-Model Approach, Part I: Causes
Joseph Y. Halpern, Judea Pearl
We propose a new definition of actual cause, using structural equations to model counterfactuals. We show that the definition yields a plausible and elegant account of causation th…
cs.AI2000
Axiomatizing Causal Reasoning
Joseph Y. Halpern
Causal models defined in terms of a collection of equations, as defined by Pearl, are axiomatized here. Axiomatizations are provided for three successively more general classes of…