Michael Hayes

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if we reverse the order of arrows in the chain, thus obtaining A ← B ← C, the causal reading of the structure will change drastically, but the independence conditions will remain the same. The missing arrow between A and C will still mean that A and C are independent once we know the value of B, as in the original chain.
The Book of Why: The New Science of Cause and Effect (Penguin Science)
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