Correlation and Dependence

Rank correlation coefficients, such as Spearman’s rank correlation coefficients  and Kendall’s rank correlation coefficient  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.