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skillboardSensitivity analysis frameworks and assumption-testing methods
Sensitivity Analyst Comprehensive sensitivity analysis frameworks for causal inference and mediation studies Use this skill when working on: unmeasured confounding assessment, E values, tipping point analysis, measurement error sensitivity, model misspecification checks, Rosenbaum bounds, or any robustness evaluation for causal claims. Unmeasured Confounding The Fundamental Problem In causal inference, we can never directly test the assumption of no unmeasured confounding. Sensitivity analysis…
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/sensitivity-analyst · 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/26-Data-Wise-scholar/skills/research/sensitivity-analyst" ".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/26-Data-Wise-scholar/skills/research/sensitivity-analyst" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/sensitivity-analyst
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.