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The False Promise of Big Data: Can Data Mining Replace Hypothesis-Driven Learning in the Identification of Predictive Performance Metrics?

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  • David Apgar

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  • David Apgar, 2015. "The False Promise of Big Data: Can Data Mining Replace Hypothesis-Driven Learning in the Identification of Predictive Performance Metrics?," Systems Research and Behavioral Science, Wiley Blackwell, vol. 32(1), pages 28-49, January.
    • Handle: RePEc:bla:srbeha:v:32:y:2015:i:1:p:28-49
    DOI: 10.1002/sres.2219
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    References listed on IDEAS

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    1. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    2. Robert R. Wiggins & Timothy W. Ruefli, 2002. "Sustained Competitive Advantage: Temporal Dynamics and the Incidence and Persistence of Superior Economic Performance," Organization Science, INFORMS, vol. 13(1), pages 81-105, February.
    3. Robert R. Wiggins & Timothy W. Ruefli, 2005. "Schumpeter's ghost: Is hypercompetition making the best of times shorter?," Strategic Management Journal, Wiley Blackwell, vol. 26(10), pages 887-911, October.
    4. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
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