Explain the concept of 'ecological fallacy' and its implications in causal inference.
Instruction: Discuss what ecological fallacy is and how it can affect the interpretation of aggregated data in causal studies.
Context: Candidates should explain the risks of making inferences at the individual level based on aggregated data and how to avoid this common pitfall.
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Ecological fallacy occurs when we make inferences about individual-level...