Two Sample paired t test, Mann Whitney U test

When samples do not meet the assumption of normality parametric tests should not be used. Use non-parametric tests instead. They are distribution-free (do not assume normality), and often use RANKS rather than observed values. Let's co consider the paired t test, Mann Whitney U test.