How do you use the Front-Door Criterion to establish causality when direct measurement is not possible?

Instruction: Explain the Front-Door Criterion and its application in causal inference when the causal path cannot be directly observed.

Context: This question tests the candidate's knowledge of alternative strategies for identifying causal effects, focusing on the Front-Door Criterion.

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