Checklist of empirical robustness tests for finance/economics papers
Robustness Test Checklist Systematic checklist of robustness tests for empirical research. Use this to ensure comprehensive testing before submission. Core Robustness Categories 1. Alternative Samples | Test | Description | When to Use | | | | | | Exclude outliers | Winsorize/trim at different levels (0.5%, 2%, 5%) | Always | | Drop financial firms | Exclude SIC 6000 6999 | If not already excluded | | Drop regulated industries | Exclude utilities, telecoms | Industry specific effects | |…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/robustness · pinned to the source commit
# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/30-zirui-song-claude-skills/robustness" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/30-zirui-song-claude-skills/robustness" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/robustness
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.