causal models

How to Build a Causal Model?

Building a causal model involves several steps:
1. Identify Variables: Start by identifying all potential variables that might be related to the health outcome.
2. Construct a Diagram: Use tools like DAGs to visually represent the relationships between variables.
3. Test Relationships: Use statistical methods to test the hypothesized relationships.
4. Refine the Model: Based on the results, refine the model to better fit the observed data.

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