brycewang-stanford/statistics-skills

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 |