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-statistics-guide/SKILL.md) | Bayesian inference methods including prior selection, MCMC, and model comparison |

| [data-anomaly-detection](./data-anomaly-detection/SKILL.md) | Detect anomalies and outliers in research data using statistical methods |

| [hypothesis-testing-guide](./hypothesis-testing-guide/SKILL.md) | Statistical hypothesis testing, power analysis, and significance reporting |

| [meta-analysis-guide](./meta-analysis-guide/SKILL.md) | Conduct systematic meta-analyses with effect size pooling and heterogeneity |

| [ml-experiment-tracker](./ml-experiment-tracker/SKILL.md) | Plan reproducible ML experiment runs with parameters and metrics tracking |

| [modeling-strategy-guide](./modeling-strategy-guide/SKILL.md) | Strategic statistical modeling, experimentation, and causal inference |

| [nonparametric-tests-guide](./nonparametric-tests-guide/SKILL.md) | Apply Mann-Whitney, Kruskal-Wallis, and other nonparametric methods |

| [power-analysis-guide](./power-analysis-guide/SKILL.md) | Sample size calculation and statistical power analysis guide |

| [sem-guide](./sem-guide/SKILL.md) | Structural equation modeling with latent variables guide |

| [survival-analysis-guide](./survival-analysis-guide/SKILL.md) | Conduct Kaplan-Meier, Cox regression, and time-to-event analyses |