effect-measure-modification

Community

Evaluate and report interaction effects in regression models.

Authormrl2013
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps in analyzing the interaction effects between exposure and outcome, allowing for the detection of modification by a third variable.

Core Features & Use Cases

  • Interaction Analysis: Detects whether the association between exposure and outcome varies by levels of a third variable.
  • Model Building: Adds interaction terms to regression models to test for interaction effects.
  • Estimate Reporting: Computes and reports stratum-specific estimates when interaction is present.
  • Use Case: A researcher might use this Skill to analyze whether the association between smoking and lung cancer is different across age groups.

Quick Start

Run the 'analyze_interaction' script on the provided dataset 'exposure_outcome_data.csv' with the third variable 'age'.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: effect-measure-modification
Download link: https://github.com/mrl2013/p8483-and-p8400-assistant/archive/main.zip#effect-measure-modification

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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