Skip to main content

​
statsmodels

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.
Category: data-science-and-ml · License: BSD-3-Clause license · Version: 1.3

​
Install

​
When to use it

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.

​
Full playbook

Read SKILL.md for the complete workflow, references and any scripts. The agent installer copies the full skill folder.