statistics-skills
Skill298 starsChanged 8 months agoMITView on GitHub
10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling. Design: method guides covering assumptions, code, and result interpretation.
In this repository39 other files it gives its agents.
- dataviz-skillsSkill
- econometrics-skillsSkill
- wrangling-skillsSkill
- ai-ml-skillsSkill
- biomedical-skillsSkill
- business-skillsSkill
- chemistry-skillsSkill
- cs-skillsSkill
- ecology-skillsSkill
- economics-skillsSkill
- education-skillsSkill
- finance-skillsSkill
- geoscience-skillsSkill
- humanities-skillsSkill
- law-skillsSkill
- math-skillsSkill
- pharma-skillsSkill
- physics-skillsSkill
- social-science-skillsSkill
- discovery-skillsSkill
- fulltext-skillsSkill
- metadata-skillsSkill
- search-skillsSkill
- automation-skillsSkill
- deep-research-skillsSkill
- funding-skillsSkill
- methodology-skillsSkill
- paper-review-skillsSkill
- code-exec-skillsSkill
- diagram-skillsSkill
- document-skillsSkill
- knowledge-graph-skillsSkill
- ocr-translate-skillsSkill
- scraping-skillsSkill
- citation-skillsSkill
- composition-skillsSkill
- latex-skillsSkill
- polish-skillsSkill
- templates-skillsSkill
The file
Files
Statistical Analysis — 10 Skills
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
| bayesian-statistics-guide | Bayesian inference methods including prior selection, MCMC, and model comparison |
| data-anomaly-detection | Detect anomalies and outliers in research data using statistical methods |
| hypothesis-testing-guide | Statistical hypothesis testing, power analysis, and significance reporting |
| meta-analysis-guide | Conduct systematic meta-analyses with effect size pooling and heterogeneity |
| ml-experiment-tracker | Plan reproducible ML experiment runs with parameters and metrics tracking |
| modeling-strategy-guide | Strategic statistical modeling, experimentation, and causal inference |
| nonparametric-tests-guide | Apply Mann-Whitney, Kruskal-Wallis, and other nonparametric methods |
| power-analysis-guide | Sample size calculation and statistical power analysis guide |
| sem-guide | Structural equation modeling with latent variables guide |
| survival-analysis-guide | Conduct Kaplan-Meier, Cox regression, and time-to-event analyses |
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.