Non-parametric tests

Sign and Wilcoxon tests

When you can't assume a normal population, test the median instead. The sign test counts values above and below the hypothesised median, using $B(n,0.5)$. The Wilcoxon signed-rank test also uses the sizes of differences: rank $|d|$, sum the ranks for each sign, and compare the smaller sum $T$ with tables.