hypothesis-testing
About
This skill provides a structured workflow for rigorous statistical hypothesis testing within data analysis projects. It enforces scientific rigor by requiring hypotheses to be formulated before data examination to prevent p-hacking and bias. It is designed for use after data has been imported and cleaned, guiding developers through test design, systematic analysis, and skeptical interpretation.
Quick Install
Claude Code
Recommendednpx skills add mattnigh/skills_collection -a claude-code/plugin add https://github.com/mattnigh/skills_collectiongit clone https://github.com/mattnigh/skills_collection.git ~/.claude/skills/hypothesis-testingCopy and paste this command in Claude Code to install this skill
GitHub Repository
Frequently asked questions
What is the hypothesis-testing skill?
hypothesis-testing is a Claude Skill by mattnigh. Skills package instructions and resources that Claude loads on demand, so Claude can perform hypothesis-testing-related tasks without extra prompting.
How do I install hypothesis-testing?
Use the install commands on this page: add hypothesis-testing to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does hypothesis-testing belong to?
hypothesis-testing is in the Testing category, tagged testing, design and data.
Is hypothesis-testing free to use?
Yes. hypothesis-testing is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
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