1. Test Families
Nonparametric statistics tests and their applications:
- Sign Test
- Single population quantile or median test.
- Single population proportion test.
- Two paired population median test.
- Wilcoxon Signed Rank Test
- Single population quantile or median test.
- Two paired population median test.
- Wilcoxon Rank Sum Test
- Two independent population median test.
- Mann-Whitney U Test
- Equivalent to Wilcoxon Rank Sum Test.
- Two independent population median test.
- Kruskal-Wallis Test
- Multiple independent population median test.
- Nonparametric ANOVA.
- Friedman Test
- Multiple related population median test.
- Nonparametric repeated-measures ANOVA.
- Runs Test
- Randomness test for a sequence of data.