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The formulation and estimation of random effects panel data models of trade

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  • Matyas, Laszlo
  • Hornok, Cecilia
  • Pus, Daria

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. 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.

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File URL: http://mpra.ub.uni-muenchen.de/36789/
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Bibliographic Info

Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 36789.

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Date of creation: 17 Feb 2012
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Handle: RePEc:pra:mprapa:36789

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Keywords: panel data; multidimensional panel data; random effects; error components model; trade model; gravity mode;

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  1. 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.
  2. Egger, Peter, 2000. "A note on the proper econometric specification of the gravity equation," Economics Letters, Elsevier, vol. 66(1), pages 25-31, January.
  3. 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.
  4. James E. Anderson, 2010. "The Gravity Model," NBER Working Papers 16576, National Bureau of Economic Research, Inc.
  5. Richard Baldwin & Daria Taglioni, 2006. "Gravity for Dummies and Dummies for Gravity Equations," NBER Working Papers 12516, National Bureau of Economic Research, Inc.
  6. Davis, Peter, 2002. "Estimating multi-way error components models with unbalanced data structures," Journal of Econometrics, Elsevier, vol. 106(1), pages 67-95, January.
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Cited by:
  1. Békès, G. & Fontagné, L. & Murakozy, B. & Vicard, V., 2014. "Shipment frequency of exporters and demand uncertainty," Working papers 479, Banque de France.
  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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