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Robust FDI Determinants: Bayesian Model Averaging In The Presence Of Selection Bias

  • Theo S Eicher
  • Lindy Helfman
  • Alex Lenkoski

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 known to induce selection bias, we extend BMA theory to HeckitBMA to address model uncertainty in the presence of selection bias. We then show that more than half of the previously suggested FDI determinants are no longer robust and highlight theories that receive support from the data. In addition, our selection approach allows us to highlight that the determinants of margins of FDI (intensive and extensive) differ profoundly in the data, while FDI theories do not usually model this aspect explicitly.

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Paper provided by University of Washington, Department of Economics in its series Working Papers with number UWEC-2011-07-FC.

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Date of creation: Apr 2011
Date of revision:
Publication status: Forthcoming in Journal of Macroeconomics
Handle: RePEc:udb:wpaper:uwec-2011-07-fc
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  1. 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.
  2. Petroulas, Pavlos, 2007. "The effect of the euro on foreign direct investment," European Economic Review, Elsevier, vol. 51(6), pages 1468-1491, August.
  3. Rosanne Altshuler & T. Scott Newlon & Harry Grubert, 2002. "Has U.S. Investment Abroad Become More Sensitive to Tax Rates?," Departmental Working Papers 199806, Rutgers University, Department of Economics.
  4. 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.
  5. Ricardo J. Caballero & Eduardo M. R. A. Engel, 1999. "Explaining Investment Dynamics in U.S. Manufacturing: A Generalized (S,s) Approach," Econometrica, Econometric Society, vol. 67(4), pages 783-826, July.
  6. Aizenman, Joshua & Noy, Ilan, 2006. "FDI and trade--Two-way linkages?," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(3), pages 317-337, July.
  7. Enrique Moral-Benito, 2007. "Determinants Of Economic Growth: A Bayesian Panel Data Approach," Working Papers wp2007_0719, CEMFI.
  8. Bruce A. Blonigen & Jeremy Piger, 2011. "Determinants of Foreign Direct Investment," NBER Working Papers 16704, National Bureau of Economic Research, Inc.
  9. 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.
  10. Ekholm, Karolina & Forslid, Rikard & Markusen, James R., 2003. "Export-Platform Foreign Direct Investment," CEPR Discussion Papers 3823, C.E.P.R. Discussion Papers.
  11. 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.
  12. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2009. "Importers, Exporters and Multinationals: A Portrait of Firms in the U.S. that Trade Goods," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 513-552 National Bureau of Economic Research, Inc.
  13. Marcelo Soto, 2000. "Capital Flows and Growth in Developing Countries: Recent Empirical Evidence," OECD Development Centre Working Papers 160, OECD Publishing.
  14. 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.
  15. 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.
  16. Assaf Razin & Efraim Sadka, 2007. "Productivity and Taxes as Drivers of FDI," NBER Working Papers 13094, National Bureau of Economic Research, Inc.
  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. 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.
  19. di Giovanni, Julian, 2002. "What Drives Capital Flows? The Case of Cross-Border M&A Activity and Financial Deepening," Center for International and Development Economics Research, Working Paper Series qt7nq6d7wp, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
  20. Carmen Fernandez & Eduardo Ley & Mark F J Steel, 1998. "Benchmark priors for Bayesian model averaging," ESE Discussion Papers 66, Edinburgh School of Economics, University of Edinburgh.
  21. Bruce A. Blonigen, 2005. "A Review of the Empirical Literature on FDI Determinants," NBER Working Papers 11299, National Bureau of Economic Research, Inc.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. Eicher, Theo S. & Papageorgiou, Chris & Roehn, Oliver, 2007. "Unraveling the fortunes of the fortunate: An Iterative Bayesian Model Averaging (IBMA) approach," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 494-514, September.
  27. Razin, Assaf & Sadka, Efraim, 2006. "Vying for Foreign Direct Investment: An EU-Type Model of Tax Competition," CEPR Discussion Papers 5511, C.E.P.R. Discussion Papers.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. James R. Markusen, 1997. "Trade versus Investment Liberalization," NBER Working Papers 6231, National Bureau of Economic Research, Inc.
  33. 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.
  34. 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.
  35. Joao Santos Silva & Silvana Tenreyro, 2005. "The log of gravity," LSE Research Online Documents on Economics 3744, London School of Economics and Political Science, LSE Library.
  36. Markusen, James R. & Venables, Anthony J. & Eby Konan, Denise & Zhang, Kevin H., 1996. "A Unified Treatment of Horizontal Direct Investment, Vertical Direct Investment, and the Pattern of Trade in Goods and Services," Working Paper Series 465, Research Institute of Industrial Economics.
  37. 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.
  38. Bruce A. Blonigen, 2000. "Tariff-Jumping Antidumping Duties," NBER Working Papers 7776, National Bureau of Economic Research, Inc.
  39. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  40. Charalambos G. Tsangarides & Alin Mirestean, 2009. "Growth Determinants Revisited," IMF Working Papers 09/268, International Monetary Fund.
  41. Koop, Gary M & Poirier, Dale J & Tobias, Justin, 2007. "Bayesian Econometric Methods," Staff General Research Papers 12722, Iowa State University, Department of Economics.
  42. Yasuhiro Omori, 2007. "Efficient Gibbs Sampler for Bayesian Analysis of a Sample Selection Model," CIRJE F-Series CIRJE-F-481, CIRJE, Faculty of Economics, University of Tokyo.
  43. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72.
  44. 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.
  45. Eric Neumayer & Laura Spess, 2004. "Do bilateral investment treaties increase foreign direct investment to developing countries?," International Finance 0411004, EconWPA, revised 10 May 2005.
  46. 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.
  47. Chakrabarti, Avik, 2001. "The Determinants of Foreign Direct Investment: Sensitivity Analyses of Cross-Country Regressions," Kyklos, Wiley Blackwell, vol. 54(1), pages 89-113.
  48. 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.
  49. 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.
  50. 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.
  51. 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.
  52. Ronald B. Davies & Helga Kristjánsdóttir, 2003. "Fixed Costs, Foreign Direct Investment, and Gravity with Zeros," University of Oregon Economics Department Working Papers 2006-17, University of Oregon Economics Department, revised 10 Jun 2003.
  53. 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.
  54. Charalambos G. Tsangarides, 2004. "A Bayesian Approach to Model Uncertainty," IMF Working Papers 04/68, International Monetary Fund.
  55. 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.
  56. 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.
  57. Cletus C. Coughlin & Eran Segev, 1999. "Foreign direct investment in China: a spatial econometric study," Working Papers 1999-001, Federal Reserve Bank of St. Louis.
  58. 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.
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