Statistical Test Selector Skill Purpose Select appropriate statistical tests based on data characteristics, research questions, and study design assumptions. Capabilities - Assess data characteristics - Match tests to questions - Check assumptions - Recommend alternatives - Justify selections - Document rationale Usage Guidelines 1. Describe research question 2. Characterize data 3. Check assumptions 4. Identify candidate tests 5. Select optimal test 6. Document rationale Process Integration Works within scientific discovery workflows for: - Analysis planning - Methods selection - Assumption…