Rank correlation inequalities with missing data

Abstract

New inequalities are obtained for the Spearman rank correlation coefficient, its associated sum of squares of rank differences and the Kendall tau coefficient when one or more ranks or individuals are missing or added to the data. New bounds using the Daniels and Durbin-Stuart inequalities are also derived.

Keywords:

• Spearman rank correlation
• Kendall’s tau