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Causal diagrams are graphical representations used to illustrate relationships between variables in a system, helping to clarify the causal structures and interactions among them. They serve as a tool in fields such as statistics, epidemiology, social sciences, and causal inference to model and understand causal relationships. There are a few key types of causal diagrams: 1. **Directed Acyclic Graphs (DAGs)**: These are the most common form of causal diagrams.

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