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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. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  2. 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.
  3. Razin, Assaf & Sadka, Efraim, 2007. "Productivity and Taxes as Drivers of FDI," CEPR Discussion Papers 6299, C.E.P.R. Discussion Papers.
  4. 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.
  5. 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.
  6. Helpman, Elhanan, 1984. "A Simple Theory of International Trade with Multinational Corporations," Scholarly Articles 3445092, Harvard University Department of Economics.
  7. 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.
  8. 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.
  9. 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.
  10. Bruce A. Blonigen & Jeremy Piger, 2011. "Determinants of Foreign Direct Investment," NBER Working Papers 16704, National Bureau of Economic Research, Inc.
  11. 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.
  12. 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.
  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. 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.
  15. Enrique Moral-Benito, 2010. "Determinants of economic growth: A Bayesian panel data approach," Banco de Espa�a Working Papers 1031, Banco de Espa�a.
  16. 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.
  17. Charalambos G. Tsangarides, 2004. "A Bayesian Approach to Model Uncertainty," IMF Working Papers 04/68, International Monetary Fund.
  18. Bruce A. Blonigen & Miao Wang, 2004. "Inappropriate Pooling of Wealthy and Poor Countries in Empirical FDI Studies," NBER Working Papers 10378, National Bureau of Economic Research, Inc.
  19. 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.
  20. Assaf Razin & Efraim Sadka & Hui Tong, 2008. "Bilateral FDI Flows: Threshold Barriers and Productivity Shocks," CESifo Economic Studies, CESifo, vol. 54(3), pages 451-470, September.
  21. Bruce A. Blonigen & Ronald B. Davies, 2001. "The Effects of Bilateral Tax Treaties on U.S. FDI Activity," University of Oregon Economics Department Working Papers 2001-14, University of Oregon Economics Department, revised 01 Jan 2001.
  22. di Giovanni, Julian, 2005. "What drives capital flows? The case of cross-border M&A activity and financial deepening," Journal of International Economics, Elsevier, vol. 65(1), pages 127-149, January.
  23. 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.
  24. Carmen Fernández & Eduardo Ley & Mark F. J. Steel, . "Benchmark priors for Bayesian Model averaging," Working Papers 98-06, FEDEA.
  25. Charalambos G. Tsangarides & Alin Mirestean, 2009. "Growth Determinants Revisited," IMF Working Papers 09/268, International Monetary Fund.
  26. repec:cup:cbooks:9780521671736 is not listed on IDEAS
  27. Ricardo J. Caballero & Eduardo M.R.A. Engel, 1994. "Explaining Investment Dynamics in U.S. Manufacturing: A Generalized (S,s) Approach," NBER Working Papers 4887, National Bureau of Economic Research, Inc.
  28. 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.
  29. Pavlos Petroulas, 2006. "The Effect of the Euro on Foreign Direct Investment," Working Papers 48, Bank of Greece.
  30. Bruce A. Blonigen, 2000. "Tariff-Jumping Antidumping Duties," NBER Working Papers 7776, National Bureau of Economic Research, Inc.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. Eric Neumayer & Laura Spess, 2004. "Do bilateral investment treaties increase foreign direct investment to developing countries?," International Finance 0411004, EconWPA, revised 10 May 2005.
  37. 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.
  38. Marcelo Soto, 2000. "Capital Flows and Growth in Developing Countries: Recent Empirical Evidence," OECD Development Centre Working Papers 160, OECD Publishing.
  39. 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.
  40. Razin, Assaf & Rubinstein, Yona & Sadka, Efraim, 2004. "Fixed Costs and FDI: The Conflicting Effects of Productivity Shocks," CEPR Discussion Papers 4732, C.E.P.R. Discussion Papers.
  41. Bruce Blonigen, 2005. "A Review of the Empirical Literature on FDI Determinants," Atlantic Economic Journal, International Atlantic Economic Society, vol. 33(4), pages 383-403, December.
  42. 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.
  43. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2005. "Importers, Exporters, and Multinationals: A Portrait of Firms in the U.S. that Trade Goods," NBER Working Papers 11404, National Bureau of Economic Research, Inc.
  44. Jim Markusen & Caroline Ekholm, Rikard Forslid, 2005. "Export-Platform Foreign Direct Investment," The Institute for International Integration Studies Discussion Paper Series iiisdp050, IIIS.
  45. 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.
  46. Joshua Aizenman & Ilan Noy, 2005. "FDI and Trade - Two Way Linkages?," Economics Study Area Working Papers 76, East-West Center, Economics Study Area.
  47. 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.
  48. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, May.
  49. James R. Markusen, 1997. "Trade versus Investment Liberalization," NBER Working Papers 6231, National Bureau of Economic Research, Inc.
  50. 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.
  51. 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.
  52. 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.
  53. 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.
  54. 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.
  55. Koop, Gary M & Poirier, Dale J & Tobias, Justin, 2007. "Bayesian Econometric Methods," Staff General Research Papers 12722, Iowa State University, Department of Economics.
  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. Chakrabarti, Avik, 2001. "The Determinants of Foreign Direct Investment: Sensitivity Analyses of Cross-Country Regressions," Kyklos, Wiley Blackwell, vol. 54(1), pages 89-113.
  58. 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.
  59. repec:cup:cbooks:9780521855716 is not listed on IDEAS
  60. 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.
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