causal-mediation

Name: causal-mediation
Author: choxos

Automação

Autor: choxos

Causal mediation analysis in R, including direct and indirect effects, assumptions, and sensitivity analysis.

5estrelas

Atualizado há 5 meses

Ver no GitHub ↗ Licença: MIT

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Ler descrição completa

Causal Mediation Analysis in R

Overview

Causal mediation analysis methods for decomposing total effects into direct and indirect effects. Covers traditional approaches, natural effect models, sensitivity analysis for unmeasured confounding, mediation with survival outcomes, and comprehensive causal mediation frameworks.

Traditional Mediation (Baron-Kenny)

Basic Approach

# Baron-Kenny steps for mediation
# Total effect: Y = c*X + e
# Mediator: M = a*X + e
# Outcome with medi

[Description truncada. Veja o README completo no GitHub.]

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