Rank correlation coefficients , such as Spearman 's rank correlation coefficient and Kendall 's rank correlation coefficient ( τ ) measure the extent to which , as one variable increases , the other variable tends to increase , without requiring that increase to be represented by a linear relationship .
Another kind of correlation coefficient is Spearman 's rank correlation coefficient .