Spearman Correlation Coefficient
Wilcoxon Signed-Rank Test for Matched Pairs
T = ΣRsmaller
Mann-Whitney U Test
where R is the ranks for the first sample.
where R is the ranks for the second sample.
Kruskal-Wallis H Test
, where the one refers to the first group.