Community · by K-Dense-AI
Statistical analysis Claude skill
The Statistical analysis skill helps an AI assistant select suitable tests, verify their assumptions, and report research findings.
What the Statistical analysis skill does
It guides the assistant in selecting statistical methods and checking that their prerequisites are met, covering Bayesian approaches, correlation, regression, chi-square, ANOVA, and t-tests. It further addresses effect size, power analysis, sample size estimation, and APA-formatted reporting. It applies when a user aims to contrast participant groups, evaluate a hypothesis, examine experiment or survey data, or document findings.
What it covers
- Hypothesis tests such as t-tests, ANOVA, chi-square, and non-parametric methods
- Regression and correlation analysis
- Bayesian statistical analyses
- Assumption checking and diagnostics via bundled script
- Effect size calculation and confidence intervals
- APA-style reporting of results
How to install it
Other ways
npx skills add K-Dense-AI/scientific-agent-skillsWhat you need
- “Requires Python 3.12+ and the documented isolated scientific Python environment”
- “The skills use uv` as the package manager for installing Python dependencies”