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The Formulation and Estimation of Random Effects Panel Data Models of Trade

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  • László Mátyás
  • Cecilia Hornok
  • Daria Pus

Abstract

The paper introduces for the most frequently used three- dimensional panel data sets several random effects model specifications. It derives appropriate estimation methods for the balanced and unbalanced cases and deals with some extensions as well. An application is also presented where the bilateral trade of 20 EU countries is analysed for the period 2001-2006. The differences between the fixed and random effects specifications are highlighted through this empirical exercise.

Suggested Citation

  • László Mátyás & Cecilia Hornok & Daria Pus, 2012. "The Formulation and Estimation of Random Effects Panel Data Models of Trade," CEU Working Papers 2012_1, Department of Economics, Central European University, revised 25 Mar 2013.
    • Handle: RePEc:ceu:econwp:2012_1
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    References listed on IDEAS

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    1. Baldwin, Richard & Taglioni, Daria, 2006. "Gravity for Dummies and Dummies for Gravity Equations," CEPR Discussion Papers 5850, C.E.P.R. Discussion Papers.
    2. Cecília Hornok, 2011. "Gravity or Dummies? The Limits of Identification in Gravity Estimations," CeFiG Working Papers 15, Center for Firms in the Global Economy, revised 26 Sep 2011.
    3. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    4. Egger, Peter, 2000. "A note on the proper econometric specification of the gravity equation," Economics Letters, Elsevier, vol. 66(1), pages 25-31, January.
    5. Badi H. Baltagi & Laszlo Matyas & Patrick Sevestre, 2008. "Error Components Models," Post-Print halshs-00279979, HAL.
    6. Peter Egger & Michael Pfaffermayr, 2003. "The proper panel econometric specification of the gravity equation: A three-way model with bilateral interaction effects," Empirical Economics, Springer, vol. 28(3), pages 571-580, July.
    7. Davis, Peter, 2002. "Estimating multi-way error components models with unbalanced data structures," Journal of Econometrics, Elsevier, vol. 106(1), pages 67-95, January.
    8. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    9. van Bergeijk,Peter A. G. & Brakman,Steven (ed.), 2010. "The Gravity Model in International Trade," Cambridge Books, Cambridge University Press, number 9780521196154, October.
    10. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2003. "A generalized design for bilateral trade flow models," Economics Letters, Elsevier, vol. 80(3), pages 391-397, September.
    11. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    12. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1, July-Dece.
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    Cited by:

    1. Gábor Békés & Lionel Fontagné & Balázs Muraközy & Vincent Vicard, 2017. "Shipment frequency of exporters and demand uncertainty," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 779-807, November.
    2. Daria Pus & László Mátyás & Cecilia Hornok, 2013. "Modelling Firm-Product Level Trade: A Multi-Dimensional Random Effects Panel Data Approach," CEU Working Papers 2013_2, Department of Economics, Central European University, revised 08 May 2013.

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    More about this item

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • F11 - International Economics - - Trade - - - Neoclassical Models of Trade
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • F17 - International Economics - - Trade - - - Trade Forecasting and Simulation
    • F1 - International Economics - - Trade
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics

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