Kindly comments on Taking "correlation does not imply causation" back from the internet - Less Wrong Discussion
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B would be wrong in the exact same way. So the true reason that B is wrong needs to apply in both cases. On the other hand, appealing to the correlation formula only defeats the correlation version of the argument.
Ah, I see what you mean. You're right.