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Modelling Export Dynamics in the CSEE Countries Using GVAR Model

Authors: S. Jakšić, B. Žmuk


The paper investigates the key factors of export dynamics for a set of Central and Southeast European (CSEE) countries in the context of current economic and financial crisis. In order to model the export dynamics a Global Vector Auto Regressive (GVAR) model is defined. As opposed to models which model each country separately, the GVAR combines all country models in a global model which enables obtaining important information on spillover effects in the context of globalisation and rising international linkages. The results of the study indicate that for most of the CSEE countries, exports are mainly driven by domestic shocks, both in the short run and in the long run. This study is the first application of the GVAR model to studying the export dynamics in the CSEE countries and therefore the results of the study present an important empirical contribution.

Keywords: International Trade, Export, GFEVD, global VAR, weak exogeneity

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[1] M. H. Pesaran, T. Schuermann, and S. M. Weiner, "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model,” Journal of Business and Economic Statistics, vol. 22, no. 2, pp. 129–162, Apr. 2004.
[2] World Trade Organization, "Short-Term Trade Statistics: Quarterly Merchandise Trade Value,” Aug. 2013.
[3] P. Zhelev, and T. Tzanov, "Bulgaria's Export Competitiveness before and after EU Accession,” East-West Journal of Economics and Business, vol. 15, no. 1-2, pp. 107-128, July 2012.
[4] P. Clipa, "The Analysis of the Competitiveness of Romanian Exports Using Constant Market Share Method,” Centre for European Studies (CES) Working Papers, vol. 4, no. 3a, pp. 502-511, 2012.
[5] N. Dritsakis, "Exports, Investments and Economic Development of Pre-Accession Countries of the European Union: An Empirical Investigation of Bulgaria and Romania,” Applied Economics, vol. 36, no. 16, pp. 1831-1838, Sep. 2004.
[6] G. Buturac, "Structural Characteristics of Exports and Imports of Croatian Manufacturing,” Ekonomski pregled, vol. 60, no. 9-10, pp. 432-457, Oct. 2009.
[7] J. D. Loecker, "Do Exports Generate Higher Productivity? Evidence from Slovenia,” Journal of International Economics, vol. 73, no. 1, pp. 69–98, Sep. 2007.
[8] M. Greenwood-Nimmo, V. H. Nguyen, and Y. Shin, "Probabilistic Forecasting of Output Growth, Inflation and the Balance of Trade in a GVAR Framework,” J. Appl. Econ., vol. 27, no. 4, pp. 554-573, June/July 2012.
[9] S. Dees, and I. Vansteenkiste, "The Transmission of US Cyclical Developments to the Rest of the World,” ECB Working Paper Series, no. 798, pp. 1-29, Aug. 2007.
[10] H. Abdel-Latif, "Financial Shocks Transmission to Unemployment in Developing Countries: A GVAR Analysis,” in 2013 Vir. Proc. ETSG Conf.,
[11] M. Bussiere, A. Chudik, and G. Sestieri, "Modelling Global Trade Flows: Results from a GVAR Model,” ECB Working Paper Series, No. 1087, pp. 1-66, Sep. 2009.
[12] I. Vansteenkiste, and P. Hiebert, "International Trade, Technological Shocks and Spillovers in the Labour Market: A GVAR Analysis of the US Manufacturing Sector,” ECB Working Paper Series, no. 731, pp. 1-36, Feb. 2007.
[13] M. Y. Cakir, and A. Kabundi, "Trade Shocks from BRIC to South Africa: A Global VAR Analysis,” Economic Modelling, vol. 32, pp. 190-202, May 2013.
[14] L. V. Smith, and A. Galesi, GVAR Toolbox 1.0 User Guide. Frankfurt: European Central Bank, 2010.
[15] S. Johansen, "Statistical Analysis of Cointegration Vectors,” Journal of Economic Dynamics and Control, vol. 12, no. 2-3, pp. 231-254, June-Sep. 1988.
[16] S. Johansen, "Estimation and Hypothesis Testing of Cointegrating Vectors in Gaussian Vector Autoregressive Models,” Econometrica, vol. 59, no. 6, pp. 1551-1580, Sep. 1991.
[17] S. Johansen, Likelihood-Based Inference in Cointegrated Vector Autoregressive Models. Oxford: Oxford University Press, 1995.
[18] I. Harbo, S. Johansen, B. Nielsen, and A. Rahbek, "Asymptotic Inference on Cointegrating Rank in Partial Systems,” Journal of Business and Economic Statistics, vol. 16, no. 4, pp. 388-399, Oct. 1998.
[19] M. H. Pesaran, Y. Shin, and R. J. Smith, "Structural Analysis of Vector-Error Correction Models with Exogenous I(1) Variables,” Journal of Econometrics, vol. 97, no. 2, pp. 293-343, Aug. 2000.
[20] S. Dees, and A. Saint-Guilhem, "The role of the US in the Global Economy and Its Evolution over Time,” ECB Working Paper Series, no. 1034, pp. 1-46, Mar. 2009.
[21] S. Dees, F. di Mauro, M. H. Pesaran, and L. V. Smith, "Exploring the International Linkages of the Euro Area: A Global VAR Analysis,” J. Appl. Econ., vol. 22, no. 1, pp. 1-38, Jan. 2007.
[22] M. H. Pesaran, and Y. Shin, "Generalized Impulse Response Analysis in Linear Multivariate Models,” Economics Letters, vol. 58, no. 1, pp. 17-29, Jan. 1998.