What role does the assumption of independence play in causal inference?
Instruction: Discuss the independence assumption and its implications in the context of causal inference.
Context: This question is designed to assess the candidate’s understanding of the independence assumption, which is crucial in many causal inference methodologies to ensure valid results.
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The independence assumption, in the realm of causal inference, essentially posits that the treatment assignment is independent of the potential outcomes...