Randomization Generator Skill
Purpose
Generate randomization schemes for experimental designs including simple, stratified, and adaptive randomization methods.
Capabilities
- •Generate random assignments
- •Create stratified randomization
- •Implement block randomization
- •Support adaptive designs
- •Ensure allocation concealment
- •Document randomization
Usage Guidelines
- •Define design requirements
- •Select randomization method
- •Configure parameters
- •Generate assignments
- •Verify balance
- •Document scheme
Process Integration
Works within scientific discovery workflows for:
- •Clinical trial design
- •Laboratory experiments
- •Field studies
- •A/B testing
Configuration
- •Randomization method
- •Stratification factors
- •Block sizes
- •Seed management
Output Artifacts
- •Randomization lists
- •Allocation sequences
- •Balance checks
- •Scheme documentation