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Robust FDI determinants: Bayesian Model Averaging in the presence of selection bias

  • Eicher, Theo S.
  • Helfman, Lindy
  • Lenkoski, Alex

The literature on Foreign Direct Investment (FDI) determinants is remarkably diverse in terms of competing theories and empirical results. We utilize Bayesian Model Averaging (BMA) to resolve the model uncertainty that surrounds the validity of the competing FDI theories. Since the structure of existing FDI data is well known to induce selection bias, we extend BMA theory to HeckitBMA in order to address model uncertainty in the presence of selection bias. We show that more than half of the previously suggested FDI determinants are not robust and highlight theories that do receive robust support from the data. Our selection approach allows us to identify the determinants of the margins of FDI (intensive and extensive), which are shown to differ profoundly. Our results suggest a new emphasis in FDI theories that explicitly identify the dynamics of the intensive and extensive FDI margins.

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Article provided by Elsevier in its journal Journal of Macroeconomics.

Volume (Year): 34 (2012)
Issue (Month): 3 ()
Pages: 637-651

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Handle: RePEc:eee:jmacro:v:34:y:2012:i:3:p:637-651
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/622617

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  1. Winford H. Masanjala & Chris Papageorgiou, 2008. "Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 671-682.
  2. 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.
  3. Joshua Aizenman & Ilan Noy, 2004. "Endogenous Financial and Trade Openness: Efficiency and Political Economy Considerations," Working Papers 200404, University of Hawaii at Manoa, Department of Economics.
  4. Koop, Gary M & Poirier, Dale J & Tobias, Justin, 2007. "Bayesian Econometric Methods," Staff General Research Papers 12722, Iowa State University, Department of Economics.
  5. Assaf Razin & Yona Rubinstein & Efraim Sadka, 2004. "Fixed Costs and FDI: The Conflicting Effects of Productivity Shocks," NBER Working Papers 10864, National Bureau of Economic Research, Inc.
  6. Enrique Moral-Benito, 2007. "Determinants Of Economic Growth: A Bayesian Panel Data Approach," Working Papers wp2007_0719, CEMFI.
  7. Ronald B. Davies, 2004. "Tax Treaties and Foreign Direct Investment: Potential versus Performance," International Tax and Public Finance, Springer, vol. 11(6), pages 775-802, November.
  8. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
  9. Theo Eicher & Christian Henn & Chris Papageorgiou, 2010. "Trade Creation and Diversion Revisited: Accounting for Model Uncertainty and Natural Trading Partner Effects," Working Papers UWEC-2007-18-P, University of Washington, Department of Economics.
  10. 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.
  11. Cletus C. Coughlin & Eran Segev, 2000. "Foreign Direct Investment in China: A Spatial Econometric Study," The World Economy, Wiley Blackwell, vol. 23(1), pages 1-23, 01.
  12. Alin Mirestean & Charalambos G. Tsangarides & Huigang Chen, 2009. "Limited Information Bayesian Model Averaging for Dynamic Panels with Short Time Periods," IMF Working Papers 09/74, International Monetary Fund.
  13. Theo S. Eicher & Christian Henn, 2011. "One Money, One Market: A Revised Benchmark," Review of International Economics, Wiley Blackwell, vol. 19(3), pages 419-435, 08.
  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. Ricardo J. Caballero & Eduardo M.R.A. Engel, 1996. "Explaining Investment Dynamics in U.S. Manufacturing: A Generalized (S,s) Approach," Documentos de Trabajo 12, Centro de Economía Aplicada, Universidad de Chile.
  16. Ronald B. Davies & Helga Kristjánsdóttir, 2010. "Fixed Costs, Foreign Direct Investment, and Gravity with Zeros," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 47-62, 02.
  17. Carmen Fernandez & Eduardo Ley & Mark F.J. Steel, 1998. "Benchmark Priors for Bayesian Model Averaging," Econometrics 9804001, EconWPA, revised 31 Jul 1999.
  18. Assaf Razin & Efraim Sadka, 2006. "Vying for Foreign Direct Investment: A EU-type Model of Tax Competition," NBER Working Papers 11991, National Bureau of Economic Research, Inc.
  19. Bruce A. Blonigen & Jeremy Piger, 2011. "Determinants of Foreign Direct Investment," NBER Working Papers 16704, National Bureau of Economic Research, Inc.
  20. Stephen Ross Yeaple, 2003. "The Role of Skill Endowments in the Structure of U.S. Outward Foreign Direct Investment," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 726-734, August.
  21. Rosanne Altshuler & Harry Grubert & T. Scott Newlon, 1998. "Has U.S. Investment Abroad Become More Sensitive to Tax Rates?," NBER Working Papers 6383, National Bureau of Economic Research, Inc.
  22. Joshua Aizenman & Ilan Noy, 2005. "FDI and Trade - Two Way Linkages?," Economics Study Area Working Papers 76, East-West Center, Economics Study Area.
  23. J. Bradford Jensen & Andrew Bernard & Peter Schott, 2005. "Importers, Exporters, and Multinationals: A Portrait of Firms in the U.S. that Trade Goods," Working Papers 05-20, Center for Economic Studies, U.S. Census Bureau.
  24. James R. Markusen, 1997. "Trade versus Investment Liberalization," NBER Working Papers 6231, National Bureau of Economic Research, Inc.
  25. Razin, Assaf & Sadka, Efraim, 2007. "Productivity and Taxes as Drivers of FDI," CEPR Discussion Papers 6299, C.E.P.R. Discussion Papers.
  26. Bruce A. Blonigen & Ronald B. Davies, 2000. "The Effects of Bilateral Tax Treaties on U.S. FDI Activity," NBER Working Papers 7929, National Bureau of Economic Research, Inc.
  27. Ewe-Ghee Lim, 2001. "Determinants of, and the Relation Between, Foreign Direct Investment and Growth; A Summary of the Recent Literature," IMF Working Papers 01/175, International Monetary Fund.
  28. Julian di Giovanni & Contact: iber@haas.berkeley.edu, 2003. "What Drives Capital Flows? The Case of Cross-Border M&A Activity and Financial Deepening," International Trade 0303002, EconWPA.
  29. Russ, Katheryn Niles, 2007. "The endogeneity of the exchange rate as a determinant of FDI: A model of entry and multinational firms," Journal of International Economics, Elsevier, vol. 71(2), pages 344-372, April.
  30. Eric Neumayer & Laura Spess, 2004. "Do bilateral investment treaties increase foreign direct investment to developing countries?," International Finance 0411004, EconWPA, revised 10 May 2005.
  31. 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.
  32. Omori, Yasuhiro, 2007. "Efficient Gibbs sampler for Bayesian analysis of a sample selection model," Statistics & Probability Letters, Elsevier, vol. 77(12), pages 1300-1311, July.
  33. James R. Markusen & Keith E. Maskus, 1999. "Multinational Firms: Reconciling Theory and Evidence," NBER Working Papers 7163, National Bureau of Economic Research, Inc.
  34. Pavlos Petroulas, 2006. "The Effect of the Euro on Foreign Direct Investment," Working Papers 48, Bank of Greece.
  35. Theo Eicher & Chris Papageorgiou & Oliver Röhn, 2007. "Unraveling the Fortunates of the Fortunate: An Iterative Bayesian Model Averaging (IBMA) Approach," CESifo Working Paper Series 1907, CESifo Group Munich.
  36. Peter Egger & Michael Pfaffermayr, 2004. "Foreign Direct Investment and European Integration in the 1990s," The World Economy, Wiley Blackwell, vol. 27(1), pages 99-110, 01.
  37. Bruce A. Blonigen, 2000. "Tariff-Jumping Antidumping Duties," NBER Working Papers 7776, National Bureau of Economic Research, Inc.
  38. 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.
  39. Charalambos G. Tsangarides, 2004. "A Bayesian Approach to Model Uncertainty," IMF Working Papers 04/68, International Monetary Fund.
  40. repec:cup:cbooks:9780521855716 is not listed on IDEAS
  41. Charalambos G. Tsangarides & Alin Mirestean, 2009. "Growth Determinants Revisited," IMF Working Papers 09/268, International Monetary Fund.
  42. James R. Hines Jr., 1993. "Altered States: Taxes and the Location of Foreign Direct Investment in America," NBER Working Papers 4397, National Bureau of Economic Research, Inc.
  43. Bruce A. Blonigen & Ronald B. Davies & Glen R. Waddell & Helen T. Naughton, 2004. "FDI in Space: Spatial Autoregressive Relationships in Foreign Direct Investment," NBER Working Papers 10939, National Bureau of Economic Research, Inc.
  44. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  45. Assaf Razin & Efraim Sadka & Hui Tong, 2005. "Bilateral FDI Flows: Threshold Barriers and Productivity Shocks," NBER Working Papers 11639, National Bureau of Economic Research, Inc.
  46. Theo S. Eicher & Alex Lenkoski & Adrian Raftery, 2009. "Bayesian Model Averaging and Endogeneity Under Model Uncertainty: An Application to Development Determinants," Working Papers UWEC-2009-19-FC, University of Washington, Department of Economics.
  47. Eichengreen, Barry & Irwin, Douglas A., 1995. "Trade blocs, currency blocs and the reorientation of world trade in the 1930s," Journal of International Economics, Elsevier, vol. 38(1-2), pages 1-24, February.
  48. Bruce A. Blonigen & Miao Wang, 2004. "Inappropriate Pooling of Wealthy and Poor Countries in Empirical FDI Studies," Working Papers and Research 0903, Marquette University, Center for Global and Economic Studies and Department of Economics.
  49. Theo Eicher & Chris Papageogiou & Adrian E Raftery, 2007. "Default Priors and Predictive Performance in Bayesian Model Averaging, with Application to Growth Determinants," Working Papers UWEC-2007-25-P, University of Washington, Department of Economics.
  50. Bruce A. Blonigen, 2005. "A Review of the Empirical Literature on FDI Determinants," NBER Working Papers 11299, National Bureau of Economic Research, Inc.
  51. Chakrabarti, Avik, 2001. "The Determinants of Foreign Direct Investment: Sensitivity Analyses of Cross-Country Regressions," Kyklos, Wiley Blackwell, vol. 54(1), pages 89-113.
  52. repec:cup:cbooks:9780521671736 is not listed on IDEAS
  53. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, December.
  54. Greene, William H, 1981. "On the Asymptotic Bias of the Ordinary Least Squares Estimator of the Tobit Model," Econometrica, Econometric Society, vol. 49(2), pages 505-13, March.
  55. Helpman, Elhanan, 1984. "A Simple Theory of International Trade with Multinational Corporations," Journal of Political Economy, University of Chicago Press, vol. 92(3), pages 451-71, June.
  56. Bergstrand, Jeffrey H. & Egger, Peter, 2007. "A knowledge-and-physical-capital model of international trade flows, foreign direct investment, and multinational enterprises," Journal of International Economics, Elsevier, vol. 73(2), pages 278-308, November.
  57. Peter Egger & Mario Larch & Michael Pfaffermayr & Hannes Winner, 2006. "The impact of endogenous tax treaties on foreign direct investment: theory and evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 39(3), pages 901-931, August.
  58. Marcelo Soto, 2000. "Capital Flows and Growth in Developing Countries: Recent Empirical Evidence," OECD Development Centre Working Papers 160, OECD Publishing.
  59. Ragnhild Balsvik & Stefanie A. Haller, 2011. "Foreign firms and host-country productivity: does the mode of entry matter?," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 158-186, January.
  60. Richard Baldwin & Virginia DiNino & Lionel Fontagn� & Roberto A. De Santis & Daria Taglioni, 2008. "Study on the Impact of the Euro on Trade and Foreign Direct Investment," European Economy - Economic Papers 321, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
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