If paired observations from two distributions are available and it is known, or can be assumed, that the difference in value between the two distributions is symmetrically distributed about the median difference, then the Wilcoxon signed rank test can be applied to the differences. In particular, looking for a shift in the population median is achieved by testing the null hypothesis of zero difference.