# Regression Analyzer

> Skill for comprehensive regression analysis and modeling

- Skill: `a5c-ai/regression-analyzer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add a5c-ai/regression-analyzer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/a5c-ai/regression-analyzer/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: a5c-ai (https://skillmd.com/u/a5c-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/a5c-ai/regression-analyzer

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# 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