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Understanding German FDI in Latin America and Asia: A Comparison of GLM Estimators

Author

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  • Mariam Camarero

    (Department of Economics, University Jaume I and INTECO, Campus de Riu Sec, E-12080 Castellón, Spain
    These authors contributed equally to this work.)

  • Laura Montolio

    (Department of Applied Economics II, University of València and INTECO, Av. dels Tarongers, s/n Eastern Department Building, E-46022 Valencia, Spain
    These authors contributed equally to this work.)

  • Cecilio Tamarit

    (Department of Applied Economics II, University of València and INTECO, Av. dels Tarongers, s/n Eastern Department Building, E-46022 Valencia, Spain
    These authors contributed equally to this work.)

Abstract

The growth of Foreign Direct Investment (FDI) in developing countries over the last decade has attracted an intense academic and policy-oriented interest for its determinants. Despite the gravity model being considered a useful tool to approximate bilateral FDI flows, the literature has seen a growing debate in relation to its econometric specification, so that which is the best estimator for the gravity equation is far from conclusive. This paper examines the determinants of German outward FDI in Latin America and Asia for the period 1996-2012 by evaluating the performance of alternative Generalized Linear Model (GLM) estimators. Our findings indicate that Negative Binomial Pseudo Maximum Likelihood (NBPML) is the estimator best matched to our data, followed by Gamma Pseudo Maximum Likelihood (GPML). Furthermore, German FDI in Latin America is found to be predominantly vertical in nature, whereas that in Asia is mainly market-seeking.

Suggested Citation

  • Mariam Camarero & Laura Montolio & Cecilio Tamarit, 2020. "Understanding German FDI in Latin America and Asia: A Comparison of GLM Estimators," Economies, MDPI, vol. 8(1), pages 1-18, March.
    • Handle: RePEc:gam:jecomi:v:8:y:2020:i:1:p:19-:d:330851
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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. Jörn Kleinert & Farid Toubal, 2010. "Gravity for FDI," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 1-13, February.
    4. Martijn Burger & Frank van Oort & Gert-Jan Linders, 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-inflated Estimation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 167-190.
    5. Dierk Herzer, 2010. "Outward FDI and economic growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(5), pages 476-494, September.
    6. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    7. Laszlo Matyas (ed.), 2017. "The Econometrics of Multi-dimensional Panels," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-319-60783-2, July-Dece.
    8. -, 2018. "Foreign Direct Investment in Latin America and the Caribbean 2018," La Inversión Extranjera Directa en América Latina y el Caribe, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 43690 edited by Eclac, May.
    9. Chao-Hsi Huang & Kai-Fang Teng & Pan-Long Tsai, 2010. "Inward and outward foreign direct investment and poverty: East Asia vs. Latin America," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 763-779, December.
    10. Jay Dixon & Paul Alexander Haslam, 2016. "Does the Quality of Investment Protection Affect FDI Flows to Developing Countries? Evidence from Latin America," The World Economy, Wiley Blackwell, vol. 39(8), pages 1080-1108, August.
    11. Estrella Gómez-Herrera, 2013. "Comparing alternative methods to estimate gravity models of bilateral trade," Empirical Economics, Springer, vol. 44(3), pages 1087-1111, June.
    12. Peter Egger & Kevin Staub, 2016. "GLM estimation of trade gravity models with fixed effects," Empirical Economics, Springer, vol. 50(1), pages 137-175, February.
    13. Paul Brenton & Francesca Di Mauro & Matthias Lücke, 2014. "Economic Integration and FDI: An Empirical Analysis off Foreign Investment in the EU and in Central and Eastern Europe," World Scientific Book Chapters, in: INTERNATIONAL TRADE, DISTRIBUTION AND DEVELOPMENT Empirical Studies of Trade Policies, chapter 7, pages 125-151, World Scientific Publishing Co. Pte. Ltd..
    14. Paula Gutiérrez‐Portilla & Adolfo Maza & José Villaverde, 2019. "Has the crisis affected Spanish investment strategy abroad? A spatial panel data approach," The World Economy, Wiley Blackwell, vol. 42(4), pages 1032-1056, April.
    15. -, 2016. "Foreign Direct Investment in Latin America and the Caribbean 2016," La Inversión Extranjera Directa en América Latina y el Caribe, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 40214 edited by Eclac, May.
    16. Martin, Will & Pham, Cong S., 2008. "Estimating the gravity model when zero trade flows are frequent," Working Papers eco_2008_03, Deakin University, Department of Economics.
    17. Valeriano Martínez-San Román & Marta Bengoa & Blanca Sánchez-Robles, 2016. "Foreign direct investment, trade integration and the home bias: evidence from the European Union," Empirical Economics, Springer, vol. 50(1), pages 197-229, February.
    18. 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.
    19. Panagiotis Liargovas & Konstantinos Skandalis, 2012. "Foreign Direct Investment and Trade Openness: The Case of Developing Economies," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 106(2), pages 323-331, April.
    20. Jostein Hauge, 2020. "Industrial policy in the era of global value chains: Towards a developmentalist framework drawing on the industrialisation experiences of South Korea and Taiwan," The World Economy, Wiley Blackwell, vol. 43(8), pages 2070-2092, August.
    21. Camarero, Mariam & Montolio, Laura & Tamarit, Cecilio, 2019. "What drives German foreign direct investment? New evidence using Bayesian statistical techniques," Economic Modelling, Elsevier, vol. 83(C), pages 326-345.
    22. KH Zhang, 2001. "Does Foreign Direct Investment Promote Economic Growth? Evidence From East Asia And Latin America," Contemporary Economic Policy, Western Economic Association International, vol. 19(2), pages 175-185, April.
    23. Herzer, Dierk & Klasen, Stephan & Nowak-Lehmann D., Felicitas, 2008. "In search of FDI-led growth in developing countries: The way forward," Economic Modelling, Elsevier, vol. 25(5), pages 793-810, September.
    24. Li, Quan & Reuveny, Rafael, 2003. "Economic Globalization and Democracy: An Empirical Analysis," British Journal of Political Science, Cambridge University Press, vol. 33(1), pages 29-54, January.
    25. Li, Quan & Resnick, Adam, 2003. "Reversal of Fortunes: Democratic Institutions and Foreign Direct Investment Inflows to Developing Countries," International Organization, Cambridge University Press, vol. 57(1), pages 175-211, January.
    26. Toubal, Farid & Kleinert, Jörn & Buch, Claudia M., 2003. "Determinants of German FDI: New Evidence from Micro-Data," Discussion Paper Series 1: Economic Studies 2003,09, Deutsche Bundesbank.
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