Multiple Testing Correction
SkillDev toolsMultiple comparison correction methods
Use Multiple Testing Correction in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Multiple Testing Correction and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Multiple Testing Correction skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/mathematics/skills/multiple-testing-correction/SKILL.md and read by Ahel’s review.
Purpose
Provides multiple comparison correction methods for controlling error rates in simultaneous hypothesis testing.
Capabilities
- Bonferroni correction
- Holm-Bonferroni method
- Benjamini-Hochberg FDR control
- Sidak correction
- Permutation-based corrections
- Family-wise error rate control
Usage Guidelines
- Error Rate Selection: Choose FWER vs FDR based on goals
- Method Selection: Apply appropriate correction method
- Dependency Handling: Account for test dependencies
- Interpretation: Report adjusted p-values correctly
Tools/Libraries
- statsmodels
- scipy.stats
- multcomp (R)
- multtest (R)
Signals
- GitHub stars
- 2k
- Forks
- 113
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
multiple-testing-correction- Source
- github.com/a5c-ai/babysitter