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

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

Abstract

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.

Suggested Citation

  • Mariel Chladkova, Petr & Orbe Mandaluniz, Susan & Rodríguez González, Carlos, 2007. "A time varying coefficient model for panel data: Foreign Direct Investment in European OECD countries," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
    • Handle: RePEc:ehu:biltok:5626
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    1. Bruce A. Blonigen & Ronald B. Davies & Keith Head, 2003. "Estimating the Knowledge-Capital Model of the Multinational Enterprise: Comment," American Economic Review, American Economic Association, vol. 93(3), pages 980-994, June.
    2. David L. Carr & James R. Markusen & Keith E. Maskus, 2021. "Estimating The Knowledge-Capital Model of the Multinational Enterprise," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 5, pages 95-110, World Scientific Publishing Co. Pte. Ltd..
    3. 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.
    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, December.
    5. Karolina Ekholm & Rikard Forslid & James R. Markusen, 2021. "Export-Platform Foreign Direct Investment," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 6, pages 111-130, World Scientific Publishing Co. Pte. Ltd..
    6. James R. MARKUSEN, 2021. "Multinationals, Multi-Plant Economies, And The Gains From Trade," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 1, pages 3-24, World Scientific Publishing Co. Pte. Ltd..
    7. Henrik Braconier & Pehr‐Johan Norbäck & Dieter Urban, 2005. "Reconciling the Evidence on the Knowledge‐capital Model," Review of International Economics, Wiley Blackwell, vol. 13(4), pages 770-786, September.
    8. 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.
    9. 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 541-563, July.
    10. James R. Markusen & Keith E. Maskus, 2002. "Discriminating Among Alternative Theories of the Multinational Enterprise," Review of International Economics, Wiley Blackwell, vol. 10(4), pages 694-707, November.
    11. Jean-François Brun & Céline Carrère & Patrick Guillaumont & Jaime de Melo, 2015. "Has Distance Died? Evidence from a Panel Gravity Model," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 13, pages 299-320, World Scientific Publishing Co. Pte. Ltd..
    12. 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.
    13. James R. Markusen & Keith E. Maskus, 2001. "Multinational Firms: Reconciling Theory and Evidence," NBER Chapters, in: Topics in Empirical International Economics: A Festschrift in Honor of Robert E. Lipsey, pages 71-98, National Bureau of Economic Research, Inc.
    14. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2007. "Estimating models of complex FDI: Are there third-country effects?," Journal of Econometrics, Elsevier, vol. 140(1), pages 260-281, September.
    15. Helpman, Elhanan, 1984. "The Factor Content of Foreign Trade," Economic Journal, Royal Economic Society, vol. 94(373), pages 84-94, March.
    16. 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.
    17. 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.
    18. Gordon H. Hanson & Raymond J. Mataloni & Matthew J. Slaughter, 2001. "Expansion Strategies of U.S. Multinational Firms," BEA Papers 0012, Bureau of Economic Analysis.
    19. 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.
    20. James R. Markusen, 1997. "Trade versus Investment Liberalization," NBER Working Papers 6231, National Bureau of Economic Research, Inc.
    21. Chakrabarti, Avik, 2001. "The Determinants of Foreign Direct Investment: Sensitivity Analyses of Cross-Country Regressions," Kyklos, Wiley Blackwell, vol. 54(1), pages 89-113.
    22. 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.
    23. 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.
    24. Chor-Yiu Sin & Wing-Fai Leung, 2001. "Impacts of FDI liberalization on investment inflows," Applied Economics Letters, Taylor & Francis Journals, vol. 8(4), pages 253-256.
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