The Occurrence of an Increase in Correlation by Restriction of Range

Given three variables, x, y, z , univariate selection on x , usually reduces the correlation r y z . However, in some cases, when r x y or r x z assumes extreme values, r y z may increase. This reversal is explained by comparison to the effects of suppressor variables and predictors of predictability.