comparing means across 3+ groups. 2. **Chi-square test** — both variables are categorical. 3. **One-sample t-test** — comparing a sample mean to a known value. 4. **Paired t-test** — the same subjects measured twice (before and after), so observations are not independent. 5. **Two-sample t-test** —