Statistical Analysis — 10 Skills
SkillMedia10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling. Design: method guides covering assumptions, code, and result interpretation.
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.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Statistical Analysis skill
What this skill tells your AI
The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/43-wentorai-research-plugins/skills/analysis/statistics/SKILL.md and read by ahel’s review.
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 |
Signals
- GitHub stars
- 4k
- Forks
- 531
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
statistics-skills- Source
- github.com/brycewang-stanford/auto-empirical-research-skills
github.com/brycewang-stanford/auto-empirical-research-skills
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