Nonparametric tests do not depend on the assumption that values were sampled from Gaussian distributions. This section explains the general idea of nonparametric tests. Later sections explain individual tests:

•Wilcoxon signed rank test

• Mann-Whitney and Kolgmogorov-Smirnov tests

•Wilcoxon matched pairs test

•Kruskal-Wallis test

•Friedman's test