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
- •Describe research question
- •Characterize data
- •Check assumptions
- •Identify candidate tests
- •Select optimal test
- •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