Monte Carlos Appraisals of Gravity Model Specifications
AbstractMany improvements have been proposed for the basic gravity model specification, most of which are confirmed by standard statistical tests due to the large number of observations often used to estimate such models. We use Monte Carlo experiments to examine situations in which features of models may be found statistically significant (or insignificant) when it is known ex ante that they are absent (or present) in the underlying data process. Erroneous assumptions about the presence or absence of lagged dependent variables, fixed effects, free-trade associations and customs unions are shown to introduce economically important bias in estimates of the coefficients of interest, and in some cases to be confirmed spuriously. Policy effects, such as for free trade associations and currency unions, can also be confirmed spuriously when they do not exist in the data-generating process.
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Bibliographic InfoPaper provided by United States International Trade Commission, Office of Economics in its series Working Papers with number 15864.
Date of creation: 2004
Date of revision:
Research and Development/Tech Change/Emerging Technologies;
Other versions of this item:
- Schaefer Kurt C & Anderson Michael A & Ferrantino Michael J, 2008. "Monte Carlo Appraisals of Gravity Model Specifications," Global Economy Journal, De Gruyter, vol. 8(1), pages 1-26, February.
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- I-Hui Cheng & Howard J. Wall, 2005.
"Controlling for heterogeneity in gravity models of trade and integration,"
Federal Reserve Bank of St. Louis, issue Jan, pages 49-63.
- I-Hui Cheng & Howard J. Wall, 2004. "Controlling for heterogeneity in gravity models of trade and integration," Working Papers 1999-010, Federal Reserve Bank of St. Louis.
- Leamer, Edward E. & Levinsohn, James, 1995.
"International trade theory: The evidence,"
Handbook of International Economics,
in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 26, pages 1339-1394
- Leamer, E. & Levingsohn, J., 1994. "International Trade Theory: The Evidence," Working Papers 368, Research Seminar in International Economics, University of Michigan.
- Edward E. Leamer & James Levinsohn, 1994. "International Trade Theory: The Evidence," NBER Working Papers 4940, National Bureau of Economic Research, Inc.
- Alan V. Deardorff, 1995.
"Determinants of Bilateral Trade: Does Gravity Work in a Neoclassical World?,"
NBER Working Papers
5377, National Bureau of Economic Research, Inc.
- Alan Deardorff, 1998. "Determinants of Bilateral Trade: Does Gravity Work in a Neoclassical World?," NBER Chapters, in: The Regionalization of the World Economy, pages 7-32 National Bureau of Economic Research, Inc.
- Deardorff, A.V., 1995. "Determinants of Bilateral Trade : Does Gravity Work in a Neoclassical World?," Papers 95-05, Michigan - Center for Research on Economic & Social Theory.
- Ghosh, Sucharita & Yamarik, Steven, 2004. "Are regional trading arrangements trade creating?: An application of extreme bounds analysis," Journal of International Economics, Elsevier, vol. 63(2), pages 369-395, July.
- Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR & CES & MSH, vol. 15(30), pages 7-46, 04.
- Armenter, Roc & Koren, Miklós, 2010.
"A Balls-and-Bins Model of Trade,"
CEPR Discussion Papers
7783, C.E.P.R. Discussion Papers.
- Raimondi, Valentina & Olper, Alessandro, 2009. "The sensitivity of trade flows to trade barriers," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 50658, Agricultural and Applied Economics Association.
- Ernest Miguélez & Rorina Moreno, 2012.
"“What attracts knowledge workers? The role of space, social connections, institutions, jobs and amenities”,"
AQR Working Papers
201203, University of Barcelona, Regional Quantitative Analysis Group, revised Feb 2012.
- Ernest Miguélez & Rorina Moreno, 2012. "“What attracts knowledge workers? The role of space, social connections, institutions, jobs and amenities”," IREA Working Papers 201204, University of Barcelona, Research Institute of Applied Economics, revised Feb 2012.
- P. Dorian Owen & Niven Winchester, 2011. "The impact of US fresh milk production standards on dairy trade," Working Papers 1117, University of Otago, Department of Economics, revised Dec 2011.
- Richard Frensch, 2008. "Trade liberalisation, adoption costs, and import margins in CEEC and OECD trade," Working Papers 269, Institut für Ost- und Südosteuropaforschung (Institute for East and South-East European Studies).
- Michael Ferrantino, 2006. "Quantifying the Trade and Economic Effects of Non-Tariff Measures," OECD Trade Policy Papers 28, OECD Publishing.
- Olper, Alessandro & Raimondi, Valentina, 2002. "Elasticity of trade flow to trade barriers: A comparison among emerging estimation techniques," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44119, European Association of Agricultural Economists.
- Zwinkels, Remco C.J. & Beugelsdijk, Sjoerd, 2010. "Gravity equations: Workhorse or Trojan horse in explaining trade and FDI patterns across time and space?," International Business Review, Elsevier, vol. 19(1), pages 102-115, February.
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