statsmodels

Name: statsmodels
Author: K-Dense-AI

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.

statsmodels python

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---
name: statsmodels
description: 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.
license: BSD-3-Clause license
metadata:
    skill-author: K-Dense Inc.
---

# Statsmodels: Statistical Modeling and Econometrics

## Over

How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/statsmodels.md \
  https://raw.githubusercontent.com/K-Dense-AI/claude-scientific-skills/main/scientific-skills/statsmodels/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/K-Dense-AI/claude-scientific-skills

Then reference at scientific-skills/statsmodels/SKILL.md