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Should Economists Use Open Source Software for Doing Research?

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Abstract

We survey the literature on the accuracy of econometric software. We also assess the advantages of open source software from the point of view of reliability and discuss its potential in applied economics, which has now become fully dependent on computers. As a case study, we apply various accuracy tests on gretl (GNU Regression, Econometrics and Time-series Library) and demonstrate that the open source nature of the program made it possible to see the cause, facilitated a rapid fix, and enabled verifying the correction of a number of flaws that we uncovered. We also run the same tests on four widely-used proprietary econometric packages and observe the known accuracy errors that remained uncorrected for more than five years.
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(This abstract was borrowed from another version of this item.)

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  • 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.
    • Handle: RePEc:kap:compec:v:35:y:2010:i:4:p:371-394
    DOI: 10.1007/s10614-010-9204-4
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    1. Josh Lerner, 2005. "The Scope of Open Source Licensing," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 21(1), pages 20-56, April.
    2. Silk, Julian, 1996. "Systems Estimation: A Comparison of SAS, SHAZAM and TSP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 437-450, July-Aug..
    3. Yalta, A. Talha, 2007. "The Numerical Reliability of GAUSS 8.0," The American Statistician, American Statistical Association, vol. 61, pages 262-268, August.
    4. Josh Lerner & Jean Tirole, 2002. "Some Simple Economics of Open Source," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 197-234, June.
    5. Ricardo De Bonis & Giuseppe Bruno, 2000. "A Comparative Study Of Alternative Econometric Packages: An Application To Italian Deposit Interest Rates," Computing in Economics and Finance 2000 160, Society for Computational Economics.
    6. Lerner, Josh & Tirole, Jean, 2001. "The open source movement: Key research questions," European Economic Review, Elsevier, vol. 45(4-6), pages 819-826, May.
    7. B. D. McCullough & H. D. Vinod, 2003. "Econometrics and Software: Comments," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 223-224, Winter.
    8. West, Joel, 2003. "How open is open enough?: Melding proprietary and open source platform strategies," Research Policy, Elsevier, vol. 32(7), pages 1259-1285, July.
    9. J. Wilson Mixon Jr & Ryan J. Smith, 2006. "Teaching undergraduate econometrics with GRETL," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 1103-1107, November.
    10. Keeling, Kellie B. & Pavur, Robert J., 2007. "A comparative study of the reliability of nine statistical software packages," Computational Statistics & Data Analysis, Elsevier, vol. 51(8), pages 3811-3831, May.
    11. Hertel, Guido & Niedner, Sven & Herrmann, Stefanie, 2003. "Motivation of software developers in Open Source projects: an Internet-based survey of contributors to the Linux kernel," Research Policy, Elsevier, vol. 32(7), pages 1159-1177, July.
    12. Altman, Micah & McDonald, Michael P., 2003. "Replication with Attention to Numerical Accuracy," Political Analysis, Cambridge University Press, vol. 11(3), pages 302-307, July.
    13. 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.
    14. McCullough, B D, 1999. "Econometric Software Reliability: EViews, LIMDEP, SHAZAM and TSP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(2), pages 191-202, March-Apr.
    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. Josh Lerner & Parag A. Pathak & Jean Tirole, 2006. "The Dynamics of Open-Source Contributors," American Economic Review, American Economic Association, vol. 96(2), pages 114-118, May.
    17. H. D. Vinod, 2000. "Review of GAUSS for Windows, including its numerical accuracy," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(2), pages 211-220.
    18. 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.
    19. McCullough, B. D., 2000. "Is it safe to assume that software is accurate?," International Journal of Forecasting, Elsevier, vol. 16(3), pages 349-357.
    20. McCullough, B.D., 2008. "Microsoft Excel's 'Not The Wichmann-Hill' random number generators," Computational Statistics & Data Analysis, Elsevier, vol. 52(10), pages 4587-4593, June.
    21. B. D. McCullough & H. D. Vinod, 2003. "Verifying the Solution from a Nonlinear Solver: A Case Study," American Economic Review, American Economic Association, vol. 93(3), pages 873-892, June.
    22. 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.
    23. A. M. Kitchen & R. Drachenberg & J. Symanzik, 2003. "Assessing the reliability of web-based statistical software," Computational Statistics, Springer, vol. 18(1), pages 107-122, March.
    24. A. Talha Yalta & Riccardo Lucchetti, 2008. "The GNU|Linux platform and freedom respecting software for economists," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 279-286.
    25. Vinod, H. D., 2001. "Care and feeding of reproducible econometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 87-88, January.
    26. Josh Lerner & Jean Tirole, 2005. "The Economics of Technology Sharing: Open Source and Beyond," Journal of Economic Perspectives, American Economic Association, vol. 19(2), pages 99-120, Spring.
    27. Riccardo Lucchetti, 2009. "Who uses gretl? An Analysis of the SourceForge Download Data," EHUCHAPS, in: Ignacio Díaz-Emparanza & Petr Mariel & María Victoria Esteban (ed.), Econometrics with gretl. Proceedings of the gretl Conference 2009, edition 1, chapter 3, pages 45-55, Universidad del País Vasco - Facultad de Ciencias Económicas y Empresariales.
    28. Nerlove, Marc, 2003. "Programming Languages: A Short History For Economists," Working Papers 28555, University of Maryland, Department of Agricultural and Resource Economics.
    29. Jeffrey A. Roberts & Il-Horn Hann & Sandra A. Slaughter, 2006. "Understanding the Motivations, Participation, and Performance of Open Source Software Developers: A Longitudinal Study of the Apache Projects," Management Science, INFORMS, vol. 52(7), pages 984-999, July.
    30. Choi, Hwan-sik & Kiefer, Nicholas M., 2005. "Software evaluation: EasyReg International," International Journal of Forecasting, Elsevier, vol. 21(3), pages 609-616.
    31. Christian Kleiber & Achim Zeileis, 2005. "Validating multiple structural change models-a case study," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 685-690.
    32. Gita Persand & Chris Brooks & Simon P. Burke, 2003. "Multivariate GARCH models: software choice and estimation issues," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(6), pages 725-734.
    33. A. Talha Yalta & A. Yasemin Yalta, 2007. "GRETL 1.6.0 and its numerical accuracy," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(4), pages 849-854.
    34. Sawitzki, Gunther, 1994. "Testing numerical reliability of data analysis systems," Computational Statistics & Data Analysis, Elsevier, vol. 18(2), pages 269-286, September.
    35. Giovanni Baiocchi & Walter Distaso, 2003. "GRETL: Econometric software for the GNU generation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 105-110.
    36. Stefan Haefliger & Georg von Krogh & Sebastian Spaeth, 2008. "Code Reuse in Open Source Software," Management Science, INFORMS, vol. 54(1), pages 180-193, January.
    37. B. D. McCullough, 2009. "Testing Econometric Software," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 28, pages 1293-1320, Palgrave Macmillan.
    38. B. A. Wichmann & I. D. Hill, 1982. "An Efficient and Portable Pseudo‐Random Number Generator," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 31(2), pages 188-190, June.
    39. Newbold, Paul & Agiakloglou, Christos & Miller, John, 1994. "Adventures with ARIMA software," International Journal of Forecasting, Elsevier, vol. 10(4), pages 573-581, December.
    40. Brooks, Chris & Burke, Simon P. & Persand, Gita, 2001. "Benchmarks and the accuracy of GARCH model estimation," International Journal of Forecasting, Elsevier, vol. 17(1), pages 45-56.
    41. von Krogh, Georg & Spaeth, Sebastian & Lakhani, Karim R., 2003. "Community, joining, and specialization in open source software innovation: a case study," Research Policy, Elsevier, vol. 32(7), pages 1217-1241, July.
    42. Knusel, Leo, 1995. "On the accuracy of the statistical distributions in GAUSS," Computational Statistics & Data Analysis, Elsevier, vol. 20(6), pages 699-702, December.
    43. Richard Anderson & William Greene & B. D. McCullough & H. D. Vinod, 2008. "The role of data/code archives in the future of economic research," Journal of Economic Methodology, Taylor & Francis Journals, vol. 15(1), pages 99-119.
    44. 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.
    45. Knusel, Leo, 2005. "On the accuracy of statistical distributions in Microsoft Excel 2003," Computational Statistics & Data Analysis, Elsevier, vol. 48(3), pages 445-449, March.
    46. B. D. McCullough, 1999. "Wilkinson's Tests and Econometric Software," Computing in Economics and Finance 1999 1312, Society for Computational Economics.
    47. Sawitzki, Gunther, 1994. "Report on the Numerical Reliability of Data Analysis Systems," Computational Statistics & Data Analysis, Elsevier, vol. 18(2), pages 289-301, September.
    48. 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.
    49. Knusel, Leo, 1998. "On the accuracy of statistical distributions in Microsoft Excel 97," Computational Statistics & Data Analysis, Elsevier, vol. 26(3), pages 375-377, January.
    50. H. D. Vinod & B. D. McCullough, 1999. "The Numerical Reliability of Econometric Software," Journal of Economic Literature, American Economic Association, vol. 37(2), pages 633-665, June.
    51. H. D. Vinod & B. D. McCullough, 1999. "Corrigenda: The Numerical Reliability of Econometric Software," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1565-1565, December.
    52. Johnson, Justin P., 2006. "Collaboration, peer review and open source software," Information Economics and Policy, Elsevier, vol. 18(4), pages 477-497, November.
    53. Lakhani, Karim R. & von Hippel, Eric, 2003. "How open source software works: "free" user-to-user assistance," Research Policy, Elsevier, vol. 32(6), pages 923-943, June.
    54. Andrea Bonaccorsi & Silvia Giannangeli & Cristina Rossi, 2006. "Entry Strategies Under Competing Standards: Hybrid Business Models in the Open Source Software Industry," Management Science, INFORMS, vol. 52(7), pages 1085-1098, July.
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    1. On the advantages of open-source econometrics
      by Economic Logician in Economic Logic on 2012-02-13 21:08:00

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