Wilcox, Rand - In: Journal of Applied Statistics 31 (2004) 2, pp. 131-143
The most popular method for trying to detect an association between two random variables is to test H0 : ρ=0, the hypothesis that Pearson's correlation is equal to zero. It is well known, however, that Pearson's correlation is not robust, roughly meaning that small changes in any distribution,...