robustness-battery
CommunityEnsure the robustness of your statistical specifications with systematic testing.
Education & Research#statistical analysis#robustness testing#robustness checks#empirical research#statistical specification
Authorbgpopescu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps researchers ensure the robustness of their statistical specifications by systematically testing for sensitivity to reasonable alternatives.
Core Features & Use Cases
- Systematic Robustness Checks: Tests alternative samples, controls, estimators, SEs, and functional forms.
- Summary Table and Specification Curve: Produces a comprehensive report with a summary table and a specification curve for analysis.
- Use Case: Suppose you have a regression specification and want to ensure its robustness. Use this Skill to run a battery of robustness checks on your specification and generate a report that identifies any potential issues.
Quick Start
Run the robustness-battery skill on your main analysis script using the command: 'robustness-battery [main-script-path] [language: R|Python]'.
Dependency Matrix
Required Modules
RPython
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: robustness-battery Download link: https://github.com/bgpopescu/popescu_claude/archive/main.zip#robustness-battery Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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