correlation coefficient is numerical measurement of
Kendall Rank Coefficient The correlation coefficient is a measurement of association between two random variables. While its numerical calculation is straightforward, it is not readily applicable to non-parametric statistics. 1  For example, in the data set survey, the exercise level (Exer) and smoking habit (Smoke) are qualitative attributes. 2  A more robust approach is to compare the rank orders between the variables.