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statistical-analysis-correlation-is-not-causation

vamseeachanta
Updated 2 days ago
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About

This skill helps developers correctly interpret statistical correlations by highlighting common pitfalls like reverse causation and confounding variables. It provides guidelines for distinguishing between observed relationships and causal claims, and addresses the multiple comparisons problem in hypothesis testing. Use it when analyzing data to avoid making unsupported causal inferences from correlated metrics.

Quick Install

Claude Code

Recommended
Primary
npx skills add vamseeachanta/workspace-hub -a claude-code
Plugin CommandAlternative
/plugin add https://github.com/vamseeachanta/workspace-hub
Git CloneAlternative
git clone https://github.com/vamseeachanta/workspace-hub.git ~/.claude/skills/statistical-analysis-correlation-is-not-causation

Copy and paste this command in Claude Code to install this skill

GitHub Repository

vamseeachanta/workspace-hub
Path: .claude/skills/data/analytics/statistical-analysis/correlation-is-not-causation
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