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Regression analyzer

Skill a5c-ai/babysitter/library/specializations/domains/science/scientific-discovery/skills/regression-analyzer

Skill for comprehensive regression analysis and modelingFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill regression-analyzer

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.4 KB, 162 tokens by cl100k_base, as published. Nobody here has run it

Regression Analyzer Skill

Purpose

Perform comprehensive regression analyses including model fitting, diagnostics, and interpretation for scientific data.

Capabilities

  • Fit linear models
  • Build generalized models
  • Perform diagnostics
  • Handle multicollinearity
  • Generate predictions
  • Interpret coefficients

Usage Guidelines

  1. Prepare data
  2. Specify model
  3. Fit regression
  4. Run diagnostics
  5. Refine if needed
  6. Interpret results

Process Integration

Works within scientific discovery workflows for:

  • Relationship modeling
  • Prediction generation
  • Effect estimation
  • Variable selection

Configuration

  • Model specifications
  • Diagnostic tests
  • Variable selection
  • Output formatting

Output Artifacts

  • Model summaries
  • Diagnostic plots
  • Coefficient tables
  • Prediction outputs

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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