Name: statistics-skills
Author: wentorai

Imported from wentorai/research-plugins (skills/analysis/statistics/SKILL.md). Install upstream with npx skills add wentorai/research-plugins --skill statistics. Copyright stays with the author.

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

Install statistics-skills and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

{ "ocm": "1", "id": "wentorai-research-plugins-statistics", "kind": "skill", "name": "statistics-skills", "description": "10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling. Design: method guides covering assumptions, code, and result interpretation.", "publisher": "wentorai", "version": "1.0.0", "capabilities": { "domains": [ "coding", "math" ], "tags": [ "skill-md", "skills-sh" ], "languages": [ "en" ] }, "quality_prior": 0.6, "examples": [ "10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling. Design: method guides covering assumptions, code, and result interpretation." ], "primary": false, "metadata": { "source": { "provider": "skills.sh", "repository": "https://github.com/wentorai/research-plugins", "path": "skills/analysis/statistics/SKILL.md", "ref": "HEAD", "url": "https://github.com/wentorai/research-plugins/blob/HEAD/skills/analysis/statistics/SKILL.md", "key": "wentorai/research-plugins/skills/analysis/statistics/SKILL.md" } }, "instructions": "# Statistical Analysis — 10 Skills\n\nSelect the skill matching the user's need, then `read` its SKILL.md.\n\n| Skill | Description |\n|-------|-------------|\n| [bayesian-statistics-guide](./bayesian-statistics-guide/SKILL.md) | Bayesian inference methods including prior selection, MCMC, and model comparison |\n| [data-anomaly-detection](./data-anomaly-detection/SKILL.md) | Detect anomalies and outliers in research data using statistical methods |\n| [hypothesis-testing-guide](./hypothesis-testing-guide/SKILL.md) | Statistical hypothesis testing, power analysis, and significance reporting |\n| [meta-a", "cost": { "context_tokens": 373 } }

statistics-skills

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Statistical Analysis — 10 Skills

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Install statistics-skills and it becomes one more candidate the router can pick - when it fits.

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