> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# statsmodels — AI agent skill for data science and ml

> Statistical models library for Python.

# `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](/research-agent-skills/skills#data-science-and-ml) · **License:** BSD-3-Clause license · **Version:** 1.3

## Install

```bash theme={null}
npx research-agent-skills install statsmodels
npx skills add KalarisLabs/research-agent-skills --skill statsmodels
```

## 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](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/statsmodels/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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