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.
Use Statistical Analysis — 10 Skills in Claude, ChatGPT or Ahel Desktop
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Then ask your AI: use the Statistical Analysis skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
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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