---
title: "Statsmodels - Air Market"
description: "You already know which model you want to fit and you need the detail that comes with it: coefficients, standard errors, residuals, diagnostics. This is that kind of statistical modeling library for P…"
canonical: "https://airmarket.ai/app/statsmodels"
---

[Air Market](/) / [Data & Analytics](/category/data) / Statsmodels

Skill by [K-Dense](/@k-dense-ai)

# Statsmodels

For when you know the model you want and need the diagnostics

## What this does

You already know which model you want to fit and you need the detail that comes with it: coefficients, standard errors, residuals, diagnostics. This is that kind of statistical modeling library for Python, at home in econometrics and time series. If you would rather be guided to a test, statistical-analysis is the other door.

### Top 3 things it does for you

- Fit OLS, GLM, mixed models or ARIMA
- Read a full coefficient table with inference
- Inspect residuals and model diagnostics

## Information

**Statsmodels at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [K-Dense](/@k-dense-ai) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.2 |
| Size | 106 KB |
| Licence | MIT |
| Repository | [k-dense-ai/scientific-agent-skills](https://github.com/k-dense-ai/scientific-agent-skills/tree/81e316bc89f7fda176b092d2bceb959204710b0a/skills/statsmodels) |
| GitHub stars | 34,239 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Statsmodels and flagged nothing. AIR's verdict: **safe**.

**What Statsmodels's check was run against**

|  |  |
| --- | --- |
| Commit | 81e316bc89f7fda176b092d2bceb959204710b0a |
| Content hash | b17fcba0dce0fa06d94539498caa058f777b41a255df3df03394ab2eab7bb9c0 |
| Files read | [Browse the files at this exact commit](https://github.com/k-dense-ai/scientific-agent-skills/blob/81e316bc89f7fda176b092d2bceb959204710b0a/skills/statsmodels/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Statsmodels](/security/statsmodels)

## About Statsmodels

A statistical models library for Python. Reach for it when you need specific model classes - OLS, GLM, mixed models, ARIMA - along with detailed diagnostics, residuals and inference.

It is best suited to econometrics, time series, and rigorous inference where you want coefficient tables. For guided statistical test selection with APA reporting, the pointer is to statistical-analysis.

## What's inside

- SKILL.md - instructions
- references/discrete_choice.md - reference
- references/glm.md - reference
- references/linear_models.md - reference
- references/model_selection.md - reference
- references/modeling_capabilities.md - reference
- references/quick_start_guide.md - reference
- references/stats_diagnostics.md - reference
- references/time_series.md - reference

## Questions

### Is Statsmodels safe to install?

AIR scanned this exact version of Statsmodels and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 81e316bc89f7, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/statsmodels.

### How do I install Statsmodels?

Open https://airmarket.ai/app/statsmodels on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/k-dense-ai/scientific-agent-skills/tree/81e316bc89f7fda176b092d2bceb959204710b0a/skills/statsmodels. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by K-Dense](/@k-dense-ai)

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Canonical URL: <https://airmarket.ai/app/statsmodels>