Statistical analysis
Choose a method from the two-level directory. Every guide links to the corresponding workbench and reproducible algorithm.
Descriptive analysis
- Frequency tables
- Multiple-response analysis
- Overall descriptive statistics
- Grouped descriptive statistics
- Contingency tables
Group comparisons
- One-sample t test
- Independent-samples t test
- Paired-samples t test
- One-Way ANOVA
- Two-Way ANOVA
- Mann–Whitney U test
- Wilcoxon signed-rank test
- Kruskal–Wallis test
- Friedman test
Correlation and regression
- Pearson correlation
- Spearman correlation
- Partial correlation
- Simple linear regression
- Multiple linear regression
- Hierarchical regression
- Univariable logistic analysis
- Multivariable logistic analysis
Questionnaires and scales
Factor analysis and SEM
- Exploratory factor analysis
- Principal component analysis
- Single-factor CFA
- First-order multifactor CFA
- Observed-variable path analysis
- Latent-variable SEM