army1987 comments on Causal Diagrams and Causal Models - Less Wrong

61 Post author: Eliezer_Yudkowsky 12 October 2012 09:49PM

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Comment author: selylindi 12 October 2012 04:37:09PM *  19 points [-]

(summary)

Correlation does not imply causation,

but

causation implies correlation,

and therefore

no correlation implies no causation

...which permits the falsification of some causal theories based on the absence of certain correlations.

Comment author: [deleted] 12 October 2012 08:36:37PM 2 points [-]

That only works if by correlation you mean any kind of statistic dependence -- Pearson's correlation coefficient does vanish for certain relationships if they're non-monotonic.