Regression Analyzer

---
name: regression-analyzer
description: Skill for comprehensive regression analysis and modeling
allowed-tools:
  - Bash
  - Read
  - Write
metadata:
  specialization: scientific-discovery
  domain: science
  category: Data Analysis
  skill-id: SK-SCIDISC-019
graph:
  domains: [domain:scientific-discovery]
  specializations: [specialization:scientific-research-methods]
  skillAreas: [skill-area:data-analysis, skill-area:statistical-analysis, skill-area:deep-web-research]
  workflows: [workflow:experiment-design, workflow:peer-review-cycle]
  roles: [role:research-engineer, role:computational-scientist]
---

# 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