Modelling Firm-Product Level Trade: A Multi-Dimensional Random Effects Panel Data Approach
AbstractThe paper deals with the problems of formalizing econometric models on firm-product level trade data sets, or similar economic flows. A multi-dimensional random effects panel data approach is adopted. Several models are introduced taking into account different types of specific effects, interactions and cross correlations. The respective covariance matrixes are derived, as well as procedures to estimate the unknown variance and covariance components, in order to make the Feasible Generalized Least Squares estimation operational. Whenever possible, the spectral decomposition of the covariance matrixes is also provided to make the estimation procedure simpler to implement. Both balanced and unbalanced data sets are considered.
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Bibliographic InfoPaper provided by Department of Economics, Central European University in its series CEU Working Papers with number 2013_2.
Date of creation: 21 Feb 2013
Date of revision: 08 May 2013
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-03-02 (All new papers)
- NEP-ECM-2013-03-02 (Econometrics)
- NEP-INT-2013-03-02 (International Trade)
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- Davis, Peter, 2002. "Estimating multi-way error components models with unbalanced data structures," Journal of Econometrics, Elsevier, vol. 106(1), pages 67-95, January.
- Antoine Berthou & Lionel Fontagné, 2013.
"How do Multiproduct Exporters React to a Change in Trade Costs,"
PSE - Labex "OSE-Ouvrir la Science Economique"
- Antoine Berthou & Lionel Fontagné, 2013. "How do Multiproduct Exporters React to a Change in Trade Costs?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 326-353, 04.
- Corcos, Gregory & Irac, Delphine & Mion, Giordano & Verdier, Thierry, 2009.
"The Determinants of Intra-Firm Trade,"
CEPR Discussion Papers
7530, C.E.P.R. Discussion Papers.
- Matyas, Laszlo & Hornok, Cecilia & Pus, Daria, 2012.
"The formulation and estimation of random effects panel data models of trade,"
36789, University Library of Munich, Germany.
- 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.
- Holger Gorg & Laszlo Halpern & Balazs Murakozy, 2010.
"Why Do Within Firm-Product Export Prices Differ across Markets?,"
IEHAS Discussion Papers
1003, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences.
- Holger Görg & László Halpern & Balász Muraközy, 2010. "Why do within firm-product export prices differ across markets?," Kiel Working Papers 1596, Kiel Institute for the World Economy.
- Görg, Holger & Halpern, László & Muraközy, Balázs, 2010. "Why do within firm-product export prices differ across markets?," CEPR Discussion Papers 7708, C.E.P.R. Discussion Papers.
- Olaf Hübler, 2006. "Multilevel and nonlinear panel data models," AStA Advances in Statistical Analysis, Springer, vol. 90(1), pages 121-136, March.
- Costas Arkolakis & Marc-Andreas Muendler, 2010.
"The Extensive Margin of Exporting Products: A Firm-level Analysis,"
NBER Working Papers
16641, National Bureau of Economic Research, Inc.
- Costas Arkolakis & Marc-Andreas Muendler, 2010. "The Extensive Margin of Exporting Products: A Firm-level Analysis," CESifo Working Paper Series 3309, CESifo Group Munich.
- Laszlo Matyas, 1997. "Proper Econometric Specification of the Gravity Model," The World Economy, Wiley Blackwell, vol. 20(3), pages 363-368, 05.
- Balazs Murakozy & Gabor Bekes, 2009. "Temporary Trade," IEHAS Discussion Papers 0909, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences.
- Fabrice Defever & Farid Toubal, 2007.
"Productivity and the Sourcing Modes of Multinational Firms: Evidence from French Firm-Level Data,"
CEP Discussion Papers
dp0842, Centre for Economic Performance, LSE.
- Fabrice Defever & Farid Toubal, 2007. "Productivity and the sourcing modes of multinational firms: evidence from French firm-level data," LSE Research Online Documents on Economics 19655, London School of Economics and Political Science, LSE Library.
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