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Dependence is stricter than correlation: the population violates probabilistic independence. Correlation can help guide statisticians to finding a dependence be
by cjslep 10y ago
Dependence is stricter than correlation: the population violates probabilistic independence. Correlation can help guide statisticians to finding a dependence between variables, because correlation measures how close or how far a sample is to independence. But this gives rise to the "Correlation does not imply causation" adage.
Example of independent but correlated variables: http://www.tylervigen.com/spurious-correlations http://www.tylervigen.com/spurious-correlations