Association flows along all unblocked paths. In causal graphs, causation flows along directed paths. Recall from Section 1.3.2 that not only is association not causation, but causation is a sub-category of association. That’s why association and causation both flow along directed paths.
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- (no access) - Introduction_to_Causal_Inference-Nov19_2020-Neal.pdf, p38
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