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Choosing statistical tests, effect sizes and power v1.0.0
Use this resource to choose a statistical test and compute a study's power
New
- 310 downloads
- 197 likes
- 234 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install statistical-test-and-power-analysisWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent picks the test based on the data, interprets effect sizes and intervals, then computes the power or the sample size needed. You get an analysis that does not rely on the p-value alone.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: test selection, effect sizes and power analysis
- SKILL.md: advanced models and interpretation of null results
Good fit for
- You need to justify your study's sample size
- A result is “not significant” and you do not know how to read it
Not for
Tags
- statistics
- power
- effect size
- test
About
You say
“Which test should I use to compare two groups on a non-normal score, and how many participants do I need?”
Skill published by poemswe under the MIT license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to choose a statistical test and compute a study's power
- Review and adjust the result
Content preview
Files
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md3.5 KB
Origin and licence
Listed unmodified
- Author
- poemswe
- Source
- github.com/poemswe/co-researcher/tree/694b06bbf4adfdc9ca8f567c3fbbd74a18b5e26b/skills/quantitative-analysis
- Licence
- MIT
Notice
« quantitative-analysis » (poemswe, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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