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R Stats

Category: Science & Research  ·  Sub-category: math-stats  ·  Last updated:
lang:pythontype:debug
R statistical modeling with base stats, sandwich, lmtest, car, broom. OLS/WLS/ GLS via lm(), GLMs via glm() (logit, probit, Poisson, negative binomial), robust/clustered SEs via sandwich+lmtest, diagnostics via car, tidy output via broom. Use when execution language is R. Python equivalent: statsmodels. For FE regressions use fixest; for panel RE/between use plm; for complex surveys use survey-r.
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From the source SKILL.md

R's statistical modeling ecosystem centered on base stats with key extension packages: sandwich for robust/clustered variance estimators, lmtest for coefficient testing with custom covariance matrices, car for regression diagnostics and hypothesis tests, broom for tidy model output, and MASS for negative binomial regression. Covers OLS/WLS/GLS via lm(), GLMs via glm() (logit, probit, Poisson, negative binomial, Gamma), robust and clustered standard errors via sandwich+lmtest, diagnostics (VIF, heteroskedasticity tests, normality tests), tidy output via broom, and classical hypothesis tests…

What this skill does

R Stats 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/r-stats/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when execution language is R. Python equivalent: statsmodels.

Who uses this skill

The R Stats 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 191,000+ 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/r-stats
curl -L https://claudskills.com/skills/r-stats/SKILL.md \
  -o ~/.claude/skills/r-stats/SKILL.md

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

Skills live at ~/.claude/skills/r-stats/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\r-stats\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 R Stats Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/r-stats/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the R Stats skill do?
R statistical modeling with base stats, sandwich, lmtest, car, broom. OLS/WLS/ GLS via lm(), GLMs via glm() (logit, probit, Poisson, negative binomial), robust/clustered SEs via sandwich+lmtest, diagnostics via car, tidy output via broom. Use when execution language is R. Python equivalent: statsmodels. For FE regressions use fixest; for panel RE/between use plm; for complex surveys use survey-r.
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 R Stats skill?
Use R Stats 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 R Stats" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the R Stats 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. R Stats 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/.

Attribution & license

Cite this skill

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

APA
DAAF-Contribution-Community. (2026). R Stats [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/r-stats/
BibTeX
@misc{r-stats-2026,
  author    = {DAAF-Contribution-Community},
  title     = {R Stats [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/r-stats/}
}

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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
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