Non-parametric tests...
The sign test
The Mann-Whitney U test (Chapter 11)
Chi-squared
Wilcoxon matched-pairs signed-ranks test
Kruskal-Wallis test
In general, non-parametric tests are less powerful than parametric tests.
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