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panel-estimand-audit

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Confirm estimand alignment in panel/longitudinal analyses

Data & Analytics#longitudinal study#rule alignment#estimand audit#panel analysis#estimand stability
Authorstephendor
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill identifies and flags discrepancies in estimand statements across panel/longitudinal analyses, ensuring consistency and reliability.

Core Features & Use Cases

  • Estimand Verification: Checks if the estimand is explicitly stated and stable across reruns.
  • Rule Alignment: Ensures the inclusion rule matches the estimand definition.
  • Denominator Validation: Confirms that the denominator aligns with the estimand's population.
  • Use Case: When running a panel analysis and noticing a change in the estimand after reruns, use this Skill to verify its stability and alignment with rules.

Quick Start

Run the 'panel-estimand-audit' skill on the latest rerun results to verify estimand stability.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: panel-estimand-audit
Download link: https://github.com/stephendor/TDL/archive/main.zip#panel-estimand-audit

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