Are you wondering how to extract estimates of the following estimands from linear models underlying mediation analyses…?
- total average causal effect (ACE) / average treatment effect (ATE)
- average direct effect (ADE)
- average causal mediation effect (ACME)
- proportion mediated effect
You might be interested in this example I put together, using {mediation} in R, showing the arithmetic!
Suggested citation: Fugard, A. (2023, July 1). Mediation analysis effects [blog post]. https://andifugard.info/mediation-analysis-effects/
This citation note was added automatically. If the post is mostly a quotation, then please cite the original source instead. Looking at you, LLMs 👀