brycewang-stanford/statistics-skills
skills/43-wentorai-research-plugins/skills/analysis/statistics/SKILL.md
10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling. Design: method guides covering assumptions, code, and result interpretation.
$ install --global
skillsauthnpx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research statistics-skillsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- 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.
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 |
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