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Trade Effects Estimation for the Case of Eurasian Economic Space Countries: Application of Regional Gravity Model

Author

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  • Mogilat, A.

    (Institute of Economic Forecasting Russian Academy of Sciences, Moscow, Russia
    Center for Macroeconomic Analysis and Short-Term Forecasting, Moscow, Russia)

  • Salnikov, V.

    (Institute of Economic Forecasting Russian Academy of Sciences, Moscow, Russia
    Center for Macroeconomic Analysis and Short-Term Forecasting, Moscow, Russia)

Abstract

The article develops a methodology of manufactured goods trade effects estimation for the case of Eurasian Economic Space (EES) Countries (Russia, Belarus and Kazakhstan). The approach is based on projection of intra-country trade gravity model estimates on trade within EES countries. We consider the "border puzzle" in trade to be an extra long-term effect of integration. The model is estimated using data on manufactured goods trade between Russian regions in 2012. We provide a comparative analysis of a wide range of econometric approaches, including simultaneous-quantile regression, scarcely used before for gravity model estimation. As a result, we choose a model, which provides the best fit between actual volumes of trade between regions and the model-based ones. We have shown, that Poisson pseudo-maximum likelihood estimator provides the highest accuracy of estimates. According to our estimates the highest increase of trade is expected for trade flows between Belarus and Russia, as well as for Russian export to Kazakhstan.

Suggested Citation

  • Mogilat, A. & Salnikov, V., 2015. "Trade Effects Estimation for the Case of Eurasian Economic Space Countries: Application of Regional Gravity Model," Journal of the New Economic Association, New Economic Association, vol. 27(3), pages 80-108.
    • Handle: RePEc:nea:journl:y:2015:i:27:p:80-108
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    References listed on IDEAS

    as
    1. Maria Cipollina & Luca Salvatici, 2010. "Reciprocal Trade Agreements in Gravity Models: A Meta‐Analysis," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 63-80, February.
    2. Jacob A. Bikker & Aart F. De Vos, 1992. "An international trade flow model with zero observations: an extension of the Tobit model," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 135, pages 379-404.
    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. Martijn Burger & Frank van Oort & Gert-Jan Linders, 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-inflated Estimation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 167-190.
    5. Inmaculada Mart󹑺-Zarzoso, 2013. "The log of gravity revisited," Applied Economics, Taylor & Francis Journals, vol. 45(3), pages 311-327, January.
    6. Combes, Pierre-Philippe & Lafourcade, Miren & Mayer, Thierry, 2003. "Can Business and Social Networks Explain the Border Effect Puzzle?," CEPR Discussion Papers 3750, C.E.P.R. Discussion Papers.
    7. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    8. Boriss Siliverstovs & Dieter Schumacher, 2009. "Estimating gravity equations: to log or not to log?," Empirical Economics, Springer, vol. 36(3), pages 645-669, June.
    9. Andrey Kaukin & Georgy Idrisov, 2014. "The Gravity Model Of Russia’S International Trade: The Case Of A Large Country With A Long Border," Working Papers 0088, Gaidar Institute for Economic Policy, revised 2014.
    10. Baier, Scott L. & Bergstrand, Jeffrey H. & Feng, Michael, 2014. "Economic integration agreements and the margins of international trade," Journal of International Economics, Elsevier, vol. 93(2), pages 339-350.
    11. Richard E. Baldwin & Virginia Di Nino, 2006. "Euros and Zeros: The Common Currency Effect on Trade in New Goods," NBER Working Papers 12673, National Bureau of Economic Research, Inc.
    12. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    13. Kaukin, Andrei & Idrisov, Georgij, 2013. "The gravity model of foreign trade in Russia: the case of a large area of the country with the longest border," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, pages 133-145, August.
    14. Gert-Jan M. Linders & Henri L.F. de Groot, 2006. "Estimation of the Gravity Equation in the Presence of Zero Flows," Tinbergen Institute Discussion Papers 06-072/3, Tinbergen Institute.
    15. G.J.M. Linders, 2006. "Estimation of the Gravity Equation of Bilateral Trade in the Presence of Zero Flows," ERSA conference papers ersa06p746, European Regional Science Association.
    16. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    17. Greenaway, David & Milner, Chris, 2002. "Regionalism and Gravity," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 574-585, December.
    18. Estrella Gómez-Herrera, 2013. "Comparing alternative methods to estimate gravity models of bilateral trade," Empirical Economics, Springer, vol. 44(3), pages 1087-1111, June.
    19. Joakim Westerlund & Fredrik Wilhelmsson, 2009. "Estimating the gravity model without gravity using panel data," Applied Economics, Taylor & Francis Journals, vol. 43(6), pages 641-649.
    20. Martin, Will & Pham, Cong S., 2008. "Estimating the gravity model when zero trade flows are frequent," Working Papers eco_2008_03, Deakin University, Department of Economics.
    21. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    22. David Greenaway & Chris Milner, 2002. "Regionalism and Gravity," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 574-585, November.
    23. Grosche, Tobias & Rothlauf, Franz & Heinzl, Armin, 2007. "Gravity models for airline passenger volume estimation," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 175-183.
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    Cited by:

    1. Andrey S. KAUKIN, Alexander TOMAEV, Pavel PAVLOV, 2020. "Russian Domestic Trade: Applying the Gravity Mode for Rail Cargo Flows [Внутренняя Торговля России: Применение Гравитационной Модели]," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 60-89, November.

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    More about this item

    Keywords

    gravity model; Poisson estimator; regions of Russia; Eurasian Economic Space; border puzzle; integration;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F15 - International Economics - - Trade - - - Economic Integration

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