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A time varying coefficient model for panel data: Foreign Direct Investment in European OECD countries

  • Mariel Chladkova, Petr
  • Rodríguez González, Carlos
  • Orbe Mandaluniz, Susan

The present article reexamines some of the issues regarding the Knowledge-Capital Model that encompasses both horizontal and vertical Foreign Direct Investment described in detail in the literature. The empirical support for this model is however a mixture. This article proposes a new way of estimating coefficients by allowing them to vary over time. The estimation results obtained using data from fourteen European countries for the period from 1982 to 2004 confirm that these coefficients cannot be considered constant over time and that the vertical component of the Knowledge-Capital Model is relevant even in the context of European countries with relatively similar endowments.

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Paper provided by Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística) in its series BILTOKI with number 2007-03.

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Date of creation: Apr 2007
Date of revision:
Handle: RePEc:ehu:biltok:200703
Contact details of provider: Postal: Avda. Lehendakari, Aguirre, 83, 48015 Bilbao
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Order Information: Postal: Dpto. de Econometría y Estadística, Facultad de CC. Económicas y Empresariales, Universidad del País Vasco, Avda. Lehendakari Aguirre 83, 48015 Bilbao, Spain

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  1. Braconier, Henrik & Norbäck, Pehr-Johan & Urban, Dieter, 2003. "Reconciling the Evidence on the Knowledge Capital Model," Working Paper Series 590, Research Institute of Industrial Economics.
  2. Brun, Jean-François & Carrère, Céline & de Melo, Jaime & Guillaumont, Patrick, 2002. "Has Distance Died? Evidence from a Panel Gravity Model," CEPR Discussion Papers 3500, C.E.P.R. Discussion Papers.
  3. James R. Markusen, 1997. "Trade versus Investment Liberalization," NBER Working Papers 6231, National Bureau of Economic Research, Inc.
  4. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, June.
  5. Markusen, James R. & Venables, Anthony J, 1996. "The Theory of Endowment, Intra-Industry and Multinational Trade," CEPR Discussion Papers 1341, C.E.P.R. Discussion Papers.
  6. Gordon H. Hanson & Raymond J. Mataloni & Matthew J. Slaughter, 2001. "Expansion Strategies of U.S. Multinational Firms," BEA Papers 0012, Bureau of Economic Analysis.
  7. Wheeler, David & Mody, Ashoka, 1992. "International investment location decisions : The case of U.S. firms," Journal of International Economics, Elsevier, vol. 33(1-2), pages 57-76, August.
  8. James R. Markusen & Keith E. Maskus, 1999. "Multinational Firms: Reconciling Theory and Evidence," NBER Working Papers 7163, National Bureau of Economic Research, Inc.
  9. Markusen, James R., 1984. "Multinationals, multi-plant economies, and the gains from trade," Journal of International Economics, Elsevier, vol. 16(3-4), pages 205-226, May.
  10. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-63, July.
  11. Stephen S. Golub, 2003. "Measures Of Restrictions on Inward Foreign Direct Investment for OECD Countries," OECD Economics Department Working Papers 357, OECD Publishing.
  12. James R. Markusen & Anthony J. Venables & Denise Eby Konan & Kevin H. Zhang, 1996. "A Unified Treatment of Horizontal Direct Investment, Vertical Direct Investment, and the Pattern of Trade in Goods and Services," NBER Working Papers 5696, National Bureau of Economic Research, Inc.
  13. David L. Carr & James R. Markusen & Keith E. Maskus, 2003. "Estimating the Knowledge-Capital Model of the Multinational Enterprise: Reply," American Economic Review, American Economic Association, vol. 93(3), pages 995-1001, June.
  14. Ekholm, Karolina & Forslid, Rikard & Markusen, James R., 2003. "Export-Platform Foreign Direct Investment," CEPR Discussion Papers 3823, C.E.P.R. Discussion Papers.
  15. Markusen, James R & Maskus, Keith E, 2002. "Discriminating among Alternative Theories of the Multinational Enterprise," Review of International Economics, Wiley Blackwell, vol. 10(4), pages 694-707, November.
  16. repec:rus:hseeco:122512 is not listed on IDEAS
  17. David L. Carr & James R. Markusen & Keith E. Maskus, 2001. "Estimating the Knowledge-Capital Model of the Multinational Enterprise," American Economic Review, American Economic Association, vol. 91(3), pages 693-708, June.
  18. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
  19. Badi H. Baltagi & Peter Egger & Michael Pfaffermayr, 2005. "Estimating Models of Complex FDI: Are There Third-Country Effects?," Center for Policy Research Working Papers 73, Center for Policy Research, Maxwell School, Syracuse University.
  20. Stephen S. Golub & Dana Hajkova & Daniel Mirza & Giuseppe Nicoletti & Kwang-Yeol Yoo, 2003. "The Influence of Policies on Trade and Foreign Direct Investment," OECD Economic Studies, OECD Publishing, vol. 2003(1), pages 7-83.
  21. Peter Egger, 2008. "On the role of distance for outward FDI," The Annals of Regional Science, Springer, vol. 42(2), pages 375-389, June.
  22. Orbe, Susan & Ferreira, Eva & Rodriguez-Poo, Juan, 2005. "Nonparametric estimation of time varying parameters under shape restrictions," Journal of Econometrics, Elsevier, vol. 126(1), pages 53-77, May.
  23. Bruce A. Blonigen & Ronald B. Davies & Keith Head, 2002. "Estimating the Knowledge-Capital Model of the Multinational Enterprise: Comment," NBER Working Papers 8929, National Bureau of Economic Research, Inc.
  24. Petr Mariel, 2005. "Nonparametric Estimation of the Effects of Advertising: The Case of Lydia Pinkham," The Journal of Business, University of Chicago Press, vol. 78(2), pages 649-674, March.
  25. Chakrabarti, Avik, 2001. "The Determinants of Foreign Direct Investment: Sensitivity Analyses of Cross-Country Regressions," Kyklos, Wiley Blackwell, vol. 54(1), pages 89-113.
  26. Cai, Zongwu, 2007. "Trending time-varying coefficient time series models with serially correlated errors," Journal of Econometrics, Elsevier, vol. 136(1), pages 163-188, January.
  27. Helpman, Elhanan, 1984. "The Factor Content of Foreign Trade," Economic Journal, Royal Economic Society, vol. 94(373), pages 84-94, March.
  28. Stephen S. Golub, 2003. "Measures of Restrictions on Inward Foreign Direct Investment for OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2003(1), pages 85-116.
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