Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / Science & Research / math-stats

Statistical Modeling

Category: Science & Research  ·  Sub-category: math-stats  ·  Last updated:
type:debug
Regression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics -- linear regression, logistic regression, Poisson regression, mixed-effects models, prior specification, posterior inference, AIC/BIC comparison, cross-validation for model selection, and assumption checking. Use when fitting models, testing hypotheses, or selecting among competing statistical explanations.

About this skill (catalog notes)

Statistical Modeling is published as a SKILL.md file in this catalog. At roughly 1,810 words the SKILL.md is on the longer end of the catalog distribution.

Indexed lastmod
Catalog position
Science & Research · math-stats
Indexed related skills
10

How Statistical Modeling fits the catalog

Statistical Modeling sits in the Science & Research category under the math-stats sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Statistical modeling is the practice of fitting mathematical structures to data in order to quantify relationships, test hypotheses, and make predictions. Unlike machine learning, which optimizes prediction, statistical modeling privileges interpretability and inference -- understanding why variables relate, not just that they do. Leo Breiman's "two cultures" paper (2001) crystallized this distinction. This skill covers the inferential tradition while acknowledging where the two cultures overlap.

What this skill does

Statistical Modeling is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/statistical-modeling/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when fitting models, testing hypotheses, or selecting among competing statistical explanations.

Who uses this skill

The Statistical Modeling Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/statistical-modeling
curl -L https://claudskills.com/skills/statistical-modeling/SKILL.md \
  -o ~/.claude/skills/statistical-modeling/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/statistical-modeling/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/statistical-modeling/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\statistical-modeling\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Statistical Modeling Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/statistical-modeling/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Statistical Modeling skill do?
Regression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics -- linear regression, logistic regression, Poisson regression, mixed-effects models, prior specification, posterior inference, AIC/BIC comparison, cross-validation for model selection, and assumption checking. Use when fitting models, testing hypotheses, or selecting among competing statistical explanations.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Statistical Modeling skill?
Use Statistical Modeling when your Claude Code task falls under the Science & Research category — specifically in the math stats area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Statistical Modeling" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Statistical Modeling skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Statistical Modeling is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Statistical Modeling [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/statistical-modeling/
BibTeX
@misc{statistical-modeling-2026,
  author    = {ClaudSkills},
  title     = {Statistical Modeling [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/statistical-modeling/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/statistical-modeling.svg)](https://claudskills.com/skills/statistical-modeling/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/statistical-modeling.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/statistical-modeling.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Statistical Modeling"></iframe>

Free. No spam. Unsubscribe in one click.

More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore

Categories

Use cases

Popular tags

Learn

Site