statistical-test-selector

# 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 checking - Statistical consulting ## Configuration - Test database - Assumption checks - Decision trees - Output formatting ## Output Artifacts - Test recommendations - Assumption reports - Selection rationale - Alternative suggestions