robustness-checker

What problem does it solve?

The Robustness Checker automates the design and execution of robustness, sensitivity, error, and baseline checks to validate modeling conclusions and ensure results remain credible under parameter changes.

Core Features & Use Cases

• Automates perturbation of key parameters and inputs across candidate methods.
• Compares baseline and main model results, records deltas, and generates a per-subquestion robustness report.
• Outputs the modeler decision artifact for Gate G4.5 and prepares materials for figure-table planning.

Quick Start

Run the robustness checks against the final model outputs, generate the per-subquestion reports at robustness/Qx/qx_robustness_report.md, and prepare the modeler decision artifact at methods/Qx/decisions/robustness-checker_modeler_decision.md.