causal mediation analysis

How is Causal Mediation Analysis Conducted?

The process typically involves several steps:
1. Identify the Exposure, Outcome, and Mediator: Clearly define the variables involved.
2. Specify the Causal Model: Develop a theoretical model that posits the relationships among the exposure, mediator, and outcome.
3. Estimate Effects: Use statistical methods, such as regression analysis or structural equation modeling, to estimate the direct and indirect effects.
4. Sensitivity Analysis: Assess the robustness of the findings by considering potential biases, such as unmeasured confounding.

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