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Many important business decisions rely on a manager’s forecast of a product or service’s life cycle. One of the most widely used forecasting techniques is exponential smoothing models. This paper int
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This paper provides a step-by-step roadmap for using machine learning (ML) techniques to explore novel and robust patterns in data. It introduces management researchers to a new use case for ML tools
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This study examines Food and Drug Administration data on all medical device approvals and recalls over the years 2003-2015, finding that firms slow down their own innovation processes in response to
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