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SUKJIN HAN
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Mining Causality: AI-Assisted Search for Instrumental Variables︎︎︎
arxiv︎︎︎
Sep 2024
Finding IVs is a heuristic and creative process, and justifying exclusion restrictions is largely rhetorical. We propose using large language models (LLMs) to systematically search for new IVs through narratives and counterfactual reasoning.
© Sukjin Han