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The Gravity Model: An Illustration Of Structural Estimation As Calibration

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  • EDWARD J. BALISTRERI
  • RUSSELL H. HILLBERRY

Abstract

Dawkins, Srinivasan, and Whalley (“Calibration,”Handbook of Econometrics, 2001) propose that estimation is calibration. We illustrate their point by examining a leading econometric application in the study of international and interregional trade by Anderson and van Wincoop (“Gravity with Gravitas: A Solution to the Border Puzzle,”American Economic Review, 2003). We replicate the econometric process and show it to be a calibration of a general equilibrium model. Our approach offers unique insights into structural estimation, and we highlight the importance of traditional calibration considerations when one uses econometric techniques to calibrate a model for comparative policy analysis. (JEL F10, C13, C60)

Suggested Citation

  • Edward J. Balistreri & Russell H. Hillberry, 2008. "The Gravity Model: An Illustration Of Structural Estimation As Calibration," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 511-527, October.
  • Handle: RePEc:bla:ecinqu:v:46:y:2008:i:4:p:511-527
    DOI: 10.1111/j.1465-7295.2007.00093.x
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    1. Jaime de Melo, 2015. "Computable General Equilibrium Models for Trade Policy Analysis in Developing Countries: A Survey," World Scientific Book Chapters, in: Modeling Developing Countries' Policies in General Equilibrium, chapter 8, pages 141-175, World Scientific Publishing Co. Pte. Ltd..
    2. Hoover, Kevin D, 1995. "Facts and Artifacts: Calibration and the Empirical Assessment of Real-Business-Cycle Models," Oxford Economic Papers, Oxford University Press, vol. 47(1), pages 24-44, January.
    3. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    4. Hertel, Thomas & Hummels, David & Ivanic, Maros & Keeney, Roman, 2007. "How confident can we be of CGE-based assessments of Free Trade Agreements?," Economic Modelling, Elsevier, vol. 24(4), pages 611-635, July.
    5. Rutherford, Thomas F., 1995. "Extension of GAMS for complementarity problems arising in applied economic analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 19(8), pages 1299-1324, November.
    6. Liu, Jing & Arndt, Channing, 2004. "Parameter Estimation and Measures of Fit in A Global, General Equilibrium Model," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 19, pages 626-649.
    7. Edward Balistreri & Russell Hillberry, 2006. "Trade frictions and welfare in the gravity model: how much of the iceberg melts?," Canadian Journal of Economics, Canadian Economics Association, vol. 39(1), pages 247-265, February.
    8. De Melo, Jaime, 1988. "CGE models for the analysis of trade policy in developing countries," Policy Research Working Paper Series 3, The World Bank.
    9. Trefler, Daniel, 1993. "Trade Liberalization and the Theory of Endogenous Protection: An Econometric Study of U.S. Import Policy," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 138-160, February.
    10. I-Hui Cheng & Howard J. Wall, 2005. "Controlling for heterogeneity in gravity models of trade and integration," Review, Federal Reserve Bank of St. Louis, vol. 87(Jan), pages 49-63.
    11. Perroni, Carlo & Rutherford, Thomas F., 1995. "Regular flexibility of nested CES functions," European Economic Review, Elsevier, vol. 39(2), pages 335-343, February.
    12. Harrison, Glenn W & Vinod, H D, 1992. "The Sensitivity Analysis of Applied General Equilibrium Models: Completely Randomized Factorial Sampling Designs," The Review of Economics and Statistics, MIT Press, vol. 74(2), pages 357-362, May.
    13. Andrew K. Rose & Eric van Wincoop, 2001. "National Money as a Barrier to International Trade: The Real Case for Currency Union," American Economic Review, American Economic Association, vol. 91(2), pages 386-390, May.
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    Cited by:

    1. Arman Mazhikeyev & T. Huw Edwards, 2021. "Post-colonial trade between Russia and former Soviet republics: back to big brother?," Economic Change and Restructuring, Springer, vol. 54(3), pages 877-918, August.
    2. Mario Larch & Yoto V. Yotov, 2016. "General Equilibrium Trade Policy Analysis with Structural Gravity," CESifo Working Paper Series 6020, CESifo.
    3. Balistreri, Edward J. & Hillberry, Russell H. & Rutherford, Thomas F., 2011. "Structural estimation and solution of international trade models with heterogeneous firms," Journal of International Economics, Elsevier, vol. 83(2), pages 95-108, March.
    4. Arman Mazhikeyev & T.Huw Edwards & Marian Rizov, 2014. "Openness and Isolation: the comparative trade performance of the Former Soviet Central Asian countries," Discussion Paper Series 2014_02, Department of Economics, Loughborough University, revised Feb 2014.
    5. Balistreri, Edward J. & Rutherford, Thomas F., 2013. "Computing General Equilibrium Theories of Monopolistic Competition and Heterogeneous Firms," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1513-1570, Elsevier.
    6. Hillberry, Russell & Hummels, David, 2013. "Trade Elasticity Parameters for a Computable General Equilibrium Model," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1213-1269, Elsevier.
    7. Hirokazu Ishise & Miwa Matsuo, 2015. "US–Canada border effect between 1993 and 2007: smaller, less asymmetrical, and declining," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 151(2), pages 291-308, May.
    8. Oum, Tae Hoon & Wang, Kun & Yan, Jia, 2019. "Measuring the effects of open skies agreements on bilateral passenger flow and service export and import trades," Transport Policy, Elsevier, vol. 74(C), pages 1-14.

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    More about this item

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General

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