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Data Mining

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The New Palgrave Dictionary of Economics
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Abstract

Data mining is defined by presenting an example contrasting the role of specification search in economics to its role in experimental science. Historical references are provided, along with a short review of contemporary proposals to remedy sources of and problems with data mining.

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Bibliography

  • Campos, J., N. Ericsson, and D. Hendry, ed. 2005. General-to-specific modeling. Cheltenham: Edward Elgar.

    Google Scholar 

  • Charemza, W., and D. Deadman. 1997. New directions in econometric practice. Cheltenham: Edward Elgar.

    Google Scholar 

  • Fisher, R. 1925. Statistical methods for research workers. Edinburgh: Oliver and Boyd.

    Google Scholar 

  • Frisch, R. 1934. Statistical confluence analysis by means of complete regression systems. Oslo: University Economics Institute.

    Google Scholar 

  • Haavelmo, T. 1944. The probability approach in econometrics. Econometrica 12 (supplement): iii–115.

    Article  Google Scholar 

  • Hoover, K., and S. Perez. 1999. Data mining reconsidered: Encompassing and the general-to-specific approach to specification search. The Econometrics Journal 2: 167–191.

    Article  Google Scholar 

  • Kennedy, P. 2003. A guide to econometrics. Cambridge: MIT Press.

    Google Scholar 

  • Leamer, E. 1983. Let’s take the con out of econometrics. American Economic Review 73: 31–43.

    Google Scholar 

  • Leamer, E., and H. Leonard. 1983. Reporting the fragility of regression estimates. The Review of Economics and Statistics 65: 306–317.

    Article  Google Scholar 

  • Malinvaud, E. 1966. Statistical methods of econometrics. Chicago: Rand McNally and Company.

    Google Scholar 

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Greene, C.A. (2018). Data Mining. In: The New Palgrave Dictionary of Economics. Palgrave Macmillan, London. https://doi.org/10.1057/978-1-349-95189-5_2495

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