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Rose compares three frameworks for causal inference: Potential Outcomes, DAGS, and Campbell’s Framework. I argue that Potential Outcomes is more appropriately thought of as a conceptual analysis of the notion of a causal effect and offer some objections to that analysis. I also contend that DAGS allow for a more precise definition of the concept of confounding variable than the one more typically...
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