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On the accuracy of statistical procedures in Microsoft Excel 2010

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  • Guy Mélard

Abstract

All previous versions of Microsoft Excel until Excel 2007 have been criticized by statisticians for several reasons, including the accuracy of statistical functions, the properties of the random number generator, the quality of statistical add-ins, the weakness of the Solver for nonlinear regression, and the data graphical representation. Until recently Microsoft did not make an attempt to fix all the errors in Excel and was still marketing a product that contained known errors. We provide an update of these studies given the recent release of Excel 2010 and we have added OpenOffice.org Calc 3.3 and Gnumeric 1.10.16 to the analysis, for the purpose of comparison. The conclusion is that the stream of papers, mainly in Computational Statistics and Data Analysis, has started to pay off: Microsoft has partially improved the statistical aspects of Excel, essentially the statistical functions and the random number generator. Copyright Springer-Verlag Berlin Heidelberg 2014

Suggested Citation

  • Guy Mélard, 2014. "On the accuracy of statistical procedures in Microsoft Excel 2010," Computational Statistics, Springer, vol. 29(5), pages 1095-1128, October.
  • Handle: RePEc:spr:compst:v:29:y:2014:i:5:p:1095-1128
    DOI: 10.1007/s00180-014-0482-5
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    1. Thomas Herndon & Michael Ash & Robert Pollin, 2014. "Does high public debt consistently stifle economic growth? A critique of Reinhart and Rogoff," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 38(2), pages 257-279.
    2. A. Yalta & A. Yalta, 2010. "Should Economists Use Open Source Software for Doing Research?," Computational Economics, Springer;Society for Computational Economics, vol. 35(4), pages 371-394, April.
    3. McCullough, B.D. & Heiser, David A., 2008. "On the accuracy of statistical procedures in Microsoft Excel 2007," Computational Statistics & Data Analysis, Elsevier, vol. 52(10), pages 4570-4578, June.
    4. D. McCullough, B. & Wilson, Berry, 2002. "On the accuracy of statistical procedures in Microsoft Excel 2000 and Excel XP," Computational Statistics & Data Analysis, Elsevier, vol. 40(4), pages 713-721, October.
    5. Hargreaves, Bruce R. & McWilliams, Thomas P., 2010. "Polynomial Trendline function flaws in Microsoft Excel," Computational Statistics & Data Analysis, Elsevier, vol. 54(4), pages 1190-1196, April.
    6. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    7. B. D. McCullough, 2006. "A review of TESTU01," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 677-682.
    8. McCullough, B. D. & Wilson, Berry, 1999. "On the accuracy of statistical procedures in Microsoft Excel 97," Computational Statistics & Data Analysis, Elsevier, vol. 31(1), pages 27-37, July.
    9. Almiron, Marcelo G. & Lopes, Bruno & Oliveira, Alyson L. C. & Medeiros, Antonio C. & Frery, Alejandro C., 2010. "On the Numerical Accuracy of Spreadsheets," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 34(i04).
    10. Sawitzki, Gunther, 1994. "Report on the Numerical Reliability of Data Analysis Systems," Computational Statistics & Data Analysis, Elsevier, vol. 18(2), pages 289-301, September.
    11. McCullough, B.D. & Wilson, Berry, 2005. "On the accuracy of statistical procedures in Microsoft Excel 2003," Computational Statistics & Data Analysis, Elsevier, vol. 49(4), pages 1244-1252, June.
    12. McCullough, Bruce D. & Yalta, A. Talha, 2013. "Spreadsheets in the Cloud - Not Ready Yet," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 52(i07).
    13. Berger, Roger L., 2007. "Nonstandard operator precedence in Excel," Computational Statistics & Data Analysis, Elsevier, vol. 51(6), pages 2788-2791, March.
    14. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, October.
    15. Yalta, A. Talha & Jenal, Olaf, 2009. "On the importance of verifying forecasting results," International Journal of Forecasting, Elsevier, vol. 25(1), pages 62-73.
    16. A. Talha Yalta, 2010. "The Accuracy of Statistical Distributions in Microsoft (R) Excel 2007," Working Papers 1006, TOBB University of Economics and Technology, Department of Economics.
    17. Daniel Fylstra & Leon Lasdon & John Watson & Allan Waren, 1998. "Design and Use of the Microsoft Excel Solver," Interfaces, INFORMS, vol. 28(5), pages 29-55, October.
    18. Su, Yu-Sung, 2008. "It's easy to produce chartjunk using Microsoft®Excel 2007 but hard to make good graphs," Computational Statistics & Data Analysis, Elsevier, vol. 52(10), pages 4594-4601, June.
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