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@dlmillimet @paulgp @khayeswilson @johnjhorton @wytham88 @Stata I think not. Let X = (-10, 0, 1), Y = (1, 2, 10). Ascending/Ascending or Descending/Descending → ~ 0.53 Descending/Ascending or Ascending/Descending → ~ -0.81 Issue is that cov(ascX, ascY) ≠ - cov(ascX, desY)