For example, if r 2 =0.59, then 59% of the variance in X can be explained by variation in Y. It is a value that ranges from zero to one, and is the fraction of the variance in the two variables that is “shared”. Statisticians call this quantity the coefficient of determination, but scientists call it "r squared". Perhaps the best way to interpret the value of r is to square it to calculate r 2.
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