This paper by Prithwiraj Choudhury, Ryan Allen, and Michael G. Endres 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: building new theory from quantitative observational data.
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