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Spectral_Dragon comments on Taking "correlation does not imply causation" back from the internet - Less Wrong Discussion
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This is entirely true - as a mere human, my interest plummeted at "covariance", and I'd still like to think I'm SOMEWHAT equipped to handle correlation/causation. Just not numerically. So, as a roughly average human, I say your suspicions are correct.