effect-measure-modification
CommunityEvaluate and report interaction effects in regression models.
Data & Analytics#statistical analysis#epidemiology#interaction analysis#regression models#moderation effect
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 requiredComponents
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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