Linear models |
One-way ANOVA, Two-way ANOVA, Simple linear regression, multiple linear regression |
Sample comparison |
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Parametric |
Nonparametric |
Independent samples |
t test (pooled and unpooled) |
Wilcoxon rank sum test, Kruskal-Wallis test |
Paired samples |
t test |
Friedman’s test, Sign test, Signed rank test (Wilcoxon) Kolmogorov-Smirnoff test |
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One sample |
t test |
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Categorical data analysis |
Chi-square test for independence and homogeneity, Chi-square test for goodness of fit, Fisher’s exact test, Proportion test |
Power analysis |
Normal distribution |
Other analyses |
Survival analysis, Fligner-Killeen homogeneity analysis |