Hypothesis Test Wizard
Analyze PhaseSmartNot sure which statistical test to use? Answer three questions and the wizard will recommend the correct test for your data type and research question.
Describe your data and question
Quick Reference — Test Selection Guide
| Outcome (Y) | Predictor (X) | Groups | Recommended Test |
|---|---|---|---|
| Metric | Nominal | 1 (vs. target) | One-Sample t-Test |
| Metric | Nominal | 2 (paired) | Paired t-Test |
| Metric | Nominal | 2 (independent) | Independent t-Test |
| Metric | Nominal | 3+ | One-Way ANOVA |
| Metric | Metric | — | Correlation / Regression |
| Nominal | Nominal | Any | Chi-Square Test |
| Proportion | — | 1 (vs. target) | 1-Sample Proportion |
| Proportion | — | 2 | 2-Sample Proportion |
| Variance | — | 1 (vs. target) | 1-Sample Variance Test |
| Variance | — | 2 | 2-Sample Variance Test |
| Ordinal | Nominal | 2 | Mann-Whitney U |
| Ordinal | Nominal | 3+ | Kruskal-Wallis |