IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Comparing alternative methods to estimate gravity models of bilateral trade

  • Estrella Gómez Herrera

    ()

    (Department of Economic Theory and Economic History, University of Granada.)

The gravity equation has been traditionally used to predict trade flows across countries. However, several problems related with its empirical application still remain unsolved. In this paper, I provide a survey of the recent literature concerning the specification and estimation methods of this equation. In addition, I compare the performance of two widely extended estimators, panel OLS and Poisson Pseudo Maximum Likelihood (PPML), for a dataset covering 80% of world trade.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.ugr.es/~teoriahe/RePEc/gra/wpaper/thepapers10_05.pdf
Download Restriction: no

Paper provided by Department of Economic Theory and Economic History of the University of Granada. in its series ThE Papers with number 10/05.

as
in new window

Length: 29 pages
Date of creation: 01 Sep 2010
Date of revision:
Handle: RePEc:gra:wpaper:10/05
Contact details of provider: Postal: Campus Universitario de Cartuja
Phone: (34)958248346
Fax: (34)958249995
Web page: http://www.ugr.es/local/teoriahe
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. 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.
  2. Alejandro Micco & Ernesto H. Stein & Guillermo Luis Ordoñez, 2003. "The Currency Union Effect on Trade: Early Evidence from EMU," Research Department Publications 4339, Inter-American Development Bank, Research Department.
  3. Juan Ruiz & Josep M. Vilarrubia, 2007. "The wise use of dummies in gravity models: export potentials in the Euromed region," Banco de Espa�a Working Papers 0720, Banco de Espa�a.
  4. Peter Egger & Mario Larch & Kevin E. Staub & Rainer Winkelmann, 2010. "The Trade Effects of Endogenous Preferential Trade Agreements," CESifo Working Paper Series 3253, CESifo Group Munich.
  5. Michele Fratianni & Chang Hoon Oh, 2007. "On the Relationship Between RTA Expansion and Openness," Working Papers 2007-13, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
  6. Egger, Peter, 2000. "A note on the proper econometric specification of the gravity equation," Economics Letters, Elsevier, vol. 66(1), pages 25-31, January.
  7. Joakim Westerlund & Fredrik Wilhelmsson, 2009. "Estimating the gravity model without gravity using panel data," Applied Economics, Taylor & Francis Journals, vol. 43(6), pages 641-649.
  8. Bussière, Matthieu & Schnatz, Bernd, 2006. "Evaluating China’s integration in world trade with a gravity model based benchmark," Working Paper Series 0693, European Central Bank.
  9. Brun, Jean-François & Carrère, Céline & de Melo, Jaime & Guillaumont, Patrick, 2002. "Has Distance Died? Evidence from a Panel Gravity Model," CEPR Discussion Papers 3500, C.E.P.R. Discussion Papers.
  10. James E. Anderson & Eric van Wincoop, 2000. "Gravity with Gravitas: A Solution to the Border Puzzle," Boston College Working Papers in Economics 485, Boston College Department of Economics.
  11. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
  12. Keith Head & Thierry Mayer, 2004. "Non-Europe : the magnitude and causes of market fragmentation in the EU," Cahiers de la Maison des Sciences Economiques bla99004a, Université Panthéon-Sorbonne (Paris 1).
  13. Shepherd , Ben & Wilson, John S., 2008. "Trade facilitation in ASEAN member countries : measuring progress and assessing priorities," Policy Research Working Paper Series 4615, The World Bank.
  14. Baltagi, Badi H. & Egger, Peter & Pfaffermayr, Michael, 2003. "A generalized design for bilateral trade flow models," Economics Letters, Elsevier, vol. 80(3), pages 391-397, September.
  15. Andrew K. Rose & Eric van Wincoop, 2001. "National Money as a Barrier to International Trade: The Real Case for Currency Union," American Economic Review, American Economic Association, vol. 91(2), pages 386-390, May.
  16. John F. Helliwell, 1995. "Do National Borders Matter for Quebec's Trade?," NBER Working Papers 5215, National Bureau of Economic Research, Inc.
  17. Stefano Schiavo, 2005. "Common Currencies and FDI Flows," LEM Papers Series 2005/07, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  18. Bergstrand, Jeffrey H, 1990. "The Heckscher-Ohlin-Samuelson Model, the Linder Hypothesis and the Determinants of Bilateral Intra-industry Trade," Economic Journal, Royal Economic Society, vol. 100(403), pages 1216-29, December.
  19. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  20. Daniel J. Henderson & Daniel L. Millimet, 2008. "Is gravity linear?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 137-172.
  21. Willard G. Manning & John Mullahy, 1999. "Estimating Log Models: To Transform or Not to Transform?," NBER Technical Working Papers 0246, National Bureau of Economic Research, Inc.
  22. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2007. "Estimating Trade Flows: Trading Partners and Trading Volumes," NBER Working Papers 12927, National Bureau of Economic Research, Inc.
  23. Soloaga, Isidro & Alan Wintersb, L., 2001. "Regionalism in the nineties: what effect on trade?," The North American Journal of Economics and Finance, Elsevier, vol. 12(1), pages 1-29, March.
  24. Oleksandr Shepotylo, 2009. "Gravity with zeros: estimating trade potential of CIS countries," Discussion Papers 16, Kyiv School of Economics.
  25. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-81, August.
  26. De Benedictis Luca & Vicarelli Claudio, 2005. "Trade Potentials in Gravity Panel Data Models," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-33, September.
  27. van Bergeijk, Peter A G & Oldersma, Harry, 1990. "Detente, Market-Oriented Reform and German Unification: Potential Consequences for the World Trade System," Kyklos, Wiley Blackwell, vol. 43(4), pages 599-609.
  28. Peter Egger & Michael Pfaffermayr, 2003. "The proper panel econometric specification of the gravity equation: A three-way model with bilateral interaction effects," Empirical Economics, Springer, vol. 28(3), pages 571-580, July.
  29. Burger, M.J. & van Oort, F.G. & Linders, G.J.M., 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-Inflated Estimation," ERIM Report Series Research in Management ERS-2009-003-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
  30. Martyn Andrews & Thorsten Schank & Richard Upward, 2006. "Practical fixed-effects estimation methods for the three-way error-components model," Stata Journal, StataCorp LP, vol. 6(4), pages 461-481, December.
  31. Amina Lahrèche-Révil & Juliette Milgram, 2006. "Exchange-rate policies and trade in the MENA countries," ThE Papers 06/07, Department of Economic Theory and Economic History of the University of Granada..
  32. James E. Anderson & Douglas Marcouiller, 2002. "Insecurity And The Pattern Of Trade: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 342-352, May.
  33. Yu, Miaojie, 2010. "Trade, democracy, and the gravity equation," Journal of Development Economics, Elsevier, vol. 91(2), pages 289-300, March.
  34. Richard Baldwin & Daria Taglioni, 2006. "Gravity for Dummies and Dummies for Gravity Equations," NBER Working Papers 12516, National Bureau of Economic Research, Inc.
  35. Boriss Siliverstovs & Dieter Schumacher, 2009. "Estimating gravity equations: to log or not to log?," Empirical Economics, Springer, vol. 36(3), pages 645-669, June.
  36. Holger C. Wolf, 1997. "Patterns of Intra- and Inter-State Trade," NBER Working Papers 5939, National Bureau of Economic Research, Inc.
  37. Shang-Jin Wei, 1996. "Intra-National versus International Trade: How Stubborn are Nations in Global Integration?," NBER Working Papers 5531, National Bureau of Economic Research, Inc.
  38. Helpman, Elhanan, 1987. "Imperfect competition and international trade: Evidence from fourteen industrial countries," Journal of the Japanese and International Economies, Elsevier, vol. 1(1), pages 62-81, March.
  39. Gil-Pareja, Salvador & Llorca-Vivero, Rafael & Martínez-Serrano, José Antonio, 2008. "Trade effects of monetary agreements: Evidence for OECD countries," European Economic Review, Elsevier, vol. 52(4), pages 733-755, May.
  40. Feenstra, Robert C, 2002. "Border Effects and the Gravity Equation: Consistent Methods for Estimation," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 491-506, December.
  41. Bergstrand, Jeffrey H, 1989. "The Generalized Gravity Equation, Monopolistic Competition, and the Factor-Proportions Theory in International Trade," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 143-53, February.
  42. Xuepeng Liu, 2009. "GATT/WTO Promotes Trade Strongly: Sample Selection and Model Specification," Review of International Economics, Wiley Blackwell, vol. 17(3), pages 428-446, 08.
  43. Cafiso, Gianluca, 2008. "Euro's influence upon trade: Rose effect versus border effect," Working Paper Series 0941, European Central Bank.
  44. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-16, March.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:gra:wpaper:10/05. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Angel Solano Garcia.)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.