Plan and critique power, MDE, and sample-size calculations for Stata-based research workflows. Use when the user is designing a study, checking detectability, or defending precision claims.
Scanned 9/3/2026
Install to Claude Code
Skills Directorynpx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill stata-power-analysis --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: stata-power-analysis
description: Plan and critique power, MDE, and sample-size calculations for Stata-based research workflows. Use when the user is designing a study, checking detectability, or defending precision claims.
---
# Power Analysis
Use this skill when precision and detectability are the focus.
1. Clarify the estimand and target effect size.
2. State the assumptions behind the power calculation.
3. Distinguish formal power analysis from ex post rationalization.
Read `references/power-checklist.md` for the reporting checklist.
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