ClaudSkills / Science & Research / math-stats

Bayesian Methods

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: math-stats
Bayesian approach to statistical inference and decision-making. Covers prior specification, likelihood functions, posterior computation, conjugate priors, Markov chain Monte Carlo (MCMC), credible intervals, Bayesian hypothesis comparison (Bayes factors), hierarchical models, and the philosophical contrast with frequentist methods. Use when updating beliefs with data, specifying priors, computing posteriors, comparing Bayesian and frequentist approaches, or building hierarchical models.

What this skill does

Bayesian Methods is a production-ready Claude Code skill (quality score 70/100) in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/bayesian-methods/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when updating beliefs with data, specifying priors, computing posteriors, comparing Bayesian and frequentist approaches, or building hierarchical models.

Who uses this skill

The Bayesian Methods skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

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

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

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

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.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt