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The Sensitivity of some General Checks to Omitted Variables in the Linear Model

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  • Les Godfrey
  • Chris Orme

Abstract

This paper examines the usefulness of H. White's (1982) information matrix test and test for heteroskedasticity of unspecified form as general checks of adequacy in the context of linear models. Asymptotic analysis and Monte Carlo results are provided, with the latter covering a number of general misspecification tests. Comments are made on the value of testing for normality. Copyright 1994 by Economics Department of the University of Pennsylvania and the Osaka University Institute of Social and Economic Research Association.
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Suggested Citation

  • Les Godfrey & Chris Orme, "undated". "The Sensitivity of some General Checks to Omitted Variables in the Linear Model," Discussion Papers 92/3, Department of Economics, University of York.
    • Handle: RePEc:yor:yorken:92/3
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    2. J. M. C. Santos Silva & Silvana Tenreyro, 2015. "Trading Partners and Trading Volumes: Implementing the Helpman–Melitz–Rubinstein Model Empirically," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 93-105, February.
    3. Amogh Ghimire & Sajjad Ali & Feiting Lin, 2026. "A development of strategies to be used to achieve greenhouse gas neutrality in the agricultural sector," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 813-832, January.
    4. Simon Peters, 2000. "On the use of the RESET test in microeconometric models," Applied Economics Letters, Taylor & Francis Journals, vol. 7(6), pages 361-365.
    5. Dimitris Hatzinikolaou & Athanassios Stavrakoudis, 2006. "Empirical size and power of some diagnostic tests applied to a distributed lag model," Empirical Economics, Springer, vol. 31(3), pages 631-643, September.
    6. Joachim Zietz, 2006. "Detecting neglected parameter heterogeneity with Chow tests," Applied Economics Letters, Taylor & Francis Journals, vol. 13(6), pages 369-374.
    7. Amogh Ghimire & Feiting Lin & Peifen Zhuang, 2021. "The Impacts of Agricultural Trade on Economic Growth and Environmental Pollution: Evidence from Bangladesh Using ARDL in the Presence of Structural Breaks," Sustainability, MDPI, vol. 13(15), pages 1-15, July.
    8. Godfrey, Leslie G., 1996. "Some results on the Glejser and Koenker tests for heteroskedasticity," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 275-299.
    9. Christopher Skeels & Franics Vella, 1997. "Monte carlo evidence on the robustness of conditional moment tests in tobit and probit models," Econometric Reviews, Taylor & Francis Journals, vol. 16(1), pages 69-92.
    10. Charles G. Renfro, 2009. "The Practice of Econometric Theory," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75571-5, July-Dece.
    11. Godfrey, Leslie G & Orme, Chris D, 1996. "On the Behavior of Conditional Moment Tests in the Presence of Unconsidered Local Alternatives," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(2), pages 263-281, May.
    12. Daniel Acheampong & Tanya Benford, 2020. "Alternative Treatment Of Contribution In Aid Of Construction: The Impact On Investor-Owned Utility Plant Asset Replacement," Accounting & Taxation, The Institute for Business and Finance Research, vol. 12(1), pages 81-96.
    13. L. G. Godfrey & M. R. Veal, 2000. "Alternative approaches to testing by variable addition," Econometric Reviews, Taylor & Francis Journals, vol. 19(2), pages 241-261.
    14. Bogliacino, Francesco & Cardona, Sebastian Gómez, 2014. "Capabilities and investment in R&D: An analysis on European data," Structural Change and Economic Dynamics, Elsevier, vol. 31(C), pages 101-111.
    15. Sergio Destefanis & Matteo Fragetta & Emanuel Gasteiger, 2024. "Does one size fit all in the Euro Area? Some counterfactual evidence," Empirical Economics, Springer, vol. 67(4), pages 1615-1647, October.
    16. Landon, Stuart & Smith, Constance, 1997. "The Use of Quality and Reputation Indicators by Consumers: The Case of Bordeaux Wine," MPRA Paper 9283, University Library of Munich, Germany.
    17. E. Fe-Rodríguez & C. Orme, 2006. "On the sensitivity of Kernel-based Conditional Moment Tests to Unconsidered Local Alternatives," Economics Discussion Paper Series 0606, Economics, The University of Manchester.

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