Right Decisions from Wrong Predictions: A Mechanism Design Alternative to Individual Calibration

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Other Links: arxiv.org

Abstract:

Decision makers often need to rely on imperfect probabilistic forecasts. While average performance metrics are typically available, it is difficult to assess the quality of individual forecasts and the corresponding utilities. To convey confidence about individual predictions to decision-makers, we propose a compensation mechanism ensur...More

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