yogsoth-ai Sensitivity Analysis Design SOP
Design comprehensive sensitivity analyses to test the robustness of meta-analytic conclusions under different assumptions and exclusion criteria.
When to Use
- After primary analysis plan is established
- When outliers or influential studies are identified
- When methodological decisions could affect conclusions
Input
included_studies: List of included studies with characteristicspotential_outliers: Studies flagged as potential outliers or influential casessubgroup_variables: Variables for pre-specified subgroup analyses
Output
Complete sensitivity analysis plan specifying each analysis, its rationale, and interpretation framework.
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |