Non-Normality and Testing That a Correlation Equals Zero

Abstract

This paper examines the importance of the underlying assumption of normality for testing that a bivariate normal correlation equals zero. Both empirical and theoretical evidence suggest that such tests may be employed, more generally, for testing the independence of any two continuous variables.