Exploiting these facts, we use copulas to define several natural nonparametric measures of dependence for pairs of random variables. We show that these measures satisfy reasonable modifications of ...

The properties of a measure of dependence q' between two random variables are studied. It is shown (Sections 3-5) that q' under fairly general conditions has an asymptotically normal distribution and ...