Some tests based on the binomial distribution (the sign test, McNemar test, Cox and Stuart test). Some methods based on ranks (The Wilcoxon signed ranks test, Wilcoxon-Mann-Whitney test, Kruskal-Wallis test, Friedman test). A test for equal variances. Measures of rank correlation (Spearman’s Rho, Kendall’s Tau). Tests for Families of Distributions. Nonparametric Linear regression methods. Contingency tables.