- | Dichotomous | Independent | - | Pearson Chi-squared test & Binomial test |
- | Polytomous | Independent | - | Pearson Chi-squared test & Multinomial test |
- | Continuous | Independent | + | Z-test & T-test |
Dichotomous | Dichotomous | Independent | - | Pearson Chi-squared test & Fisher exact test |
Dichotomous | Dichotomous | Dependent | - | McNemar Chi-squared test |
Dichotomous | Polytomous | Independent | - | Pearson Chi-squared test |
Dichotomous | Continuous | Independent | - | Wilcoxon rank-sum test |
Dichotomous | Continuous | Independent | + | Z-test & T-test |
Dichotomous | Continuous | Dependent | - | Wilcoxon signed-rank test |
Dichotomous | Continuous | Dependent | + | Paired Z-test & T-test |
Polytomous | Dichotomous | Independent | - | Pearson Chi-squared test |
Polytomous | Polytomous | Independent | - | Pearson Chi-squared test |
Polytomous | Continuous | Independent | - | Kruskal-Wallis test |
Polytomous | Continuous | Independent | + | ANOVA F-test |
Polytomous | Continuous | Dependent | - | Friedman test |
Polytomous | Continuous | Dependent | + | Repeated measures ANOVA F-test |
Continuous | Dichotomous | Independent | + | Logistic regression :: binomial |
Continuous | Polytomous | Independent | + | Logistic regression :: multinomial |
Continuous | Continuous | Independent | - | Spearman correlation |
Continuous | Continuous | Independent | + | Pearson correlation |