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Statistical Tests for Replacing Human Decision Makers with Algorithms
This paper proposes a statistical framework with which artificial intelligence can assist human decision making. The performance of each human decision maker is first benchmarked against machine predictions; we then replace the decisions made by relatively incapable decision makers with the recommendation from the proposed artificial intelligence algorithm. Our statistical …