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Probability and Statistics · Correlation
Covariance, Pearson vs Spearman correlation, what r does and doesn't capture, and why correlation is not causation.
- Pearson's r measures linear association only; a perfect curve can have r near zero.
- Spearman's rank correlation catches monotonic relationships and resists outliers.