Mediation Analysis
Everything on Aqrab tagged Mediation Analysis — grouped into one landing page so readers can go deeper by problem family instead of bouncing around the archive blind.
Treatment-Induced Mediator-Outcome Confounding: When Mediation Analysis Starts Chasing the Consequences of Treatment
A practical guide to treatment-induced mediator-outcome confounding for clinical researchers. Covers why natural direct and indirect effects fail when treatment changes later severity, toxicity, adherence, or surveillance that affect both the mediator and outcome.
Mediation Analysis: When You Want the Mechanism, Not Just the Effect
A practical guide to mediation analysis for clinical researchers. Covers direct and indirect effects, mediator-outcome confounding, treatment-induced confounding, interventional effects, and why most mediator-adjusted regressions are wrong.
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