IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/105083.html
   My bibliography  Save this paper

Conditional GMM estimation for gravity models

Author

Listed:
  • Nishihat, Masaya
  • Otsu, Taisuke

Abstract

This paper studies finite sample performances of the conditional GMM es- timators for a particular conditional moment restriction model, which is commonly ap- plied in economic analysis using gravity models of international trade. We consider the GMM estimator with growing moments and Dominguez and Lobato’s (2004) process- based GMM estimator. Under the simulation designs by Santos Silva and Tenreyro (2006, 2011), we find that Dominguez and Lobato’s (2004) estimator is favorably com- parable with the Poisson pseudo maximum likelihood estimator, and outperforms other estimators.

Suggested Citation

  • Nishihat, Masaya & Otsu, Taisuke, 2020. "Conditional GMM estimation for gravity models," LSE Research Online Documents on Economics 105083, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:105083
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/105083/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Manuel A. Domínguez & Ignacio N. Lobato, 2004. "Consistent Estimation of Models Defined by Conditional Moment Restrictions," Econometrica, Econometric Society, vol. 72(5), pages 1601-1615, September.
    2. 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.
    3. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    4. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    5. Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K., 2003. "Empirical likelihood estimation and consistent tests with conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 117(1), pages 55-93, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bo Xiong & John Beghin, 2017. "Disentangling Demand-Enhancing And Trade-Cost Effects Of Maximum Residue Regulations," World Scientific Book Chapters, in: John Christopher Beghin (ed.), Nontariff Measures and International Trade, chapter 6, pages 105-108, World Scientific Publishing Co. Pte. Ltd..
    2. Marie M Stack & Rob Ackrill & Martin Bliss, 2019. "Sugar trade and the role of historical colonial linkages," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(1), pages 79-108.
    3. Maria Cipollina & Luca De Benedictis & Luca Salvatici & Claudio Vicarelli, 2016. "Policy Measurement And Multilateral Resistance In Gravity Models," Working Papers LuissLab 16130, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    4. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    5. Tamara de la Mata, 2014. "Does trade creation by social and business networks hold in services?," Applied Economics, Taylor & Francis Journals, vol. 46(13), pages 1509-1525, May.
    6. Martin, Will, 2020. "Making Gravity Great Again," 2020: Economic Implications of COVID-19, December 14-15, Virtual Platform 339376, International Agricultural Trade Research Consortium.
    7. Nazir Muhammad Abdullahi & Xuexi Huo & Qiangqiang Zhang & Aminah Bolanle Azeez, 2021. "Determinants and Potential of Agri-Food Trade Using the Stochastic Frontier Gravity Model: Empirical Evidence From Nigeria," SAGE Open, , vol. 11(4), pages 21582440211, December.
    8. Stacy Julius & Nnanna P. Azu & Maimuna Y. Muhammad, 2019. "Assessing the Impact of Terrorism in Trade Development in the SADC Region: A Gravity Model Approach," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(10), pages 1147-1159, October.
    9. Swati Dhingra & Rebecca Freeman & Hanwei Huang, 2023. "The Impact of Non‐tariff Barriers on Trade and Welfare," Economica, London School of Economics and Political Science, vol. 90(357), pages 140-177, January.
    10. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    11. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    12. Kareem, Fatima Olanike & Martinez-Zarzoso, Inmaculada & Brümmer, Bernhard, 2016. "Fitting the Gravity Model when Zero Trade Flows are Frequent: a Comparison of Estimation Techniques using Africa's Trade Data," GlobalFood Discussion Papers 230588, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    13. Koffi Dumor & Yao Li & Ma Yongkai & Enock Mintah Ampaw & Hafez Komla Dumor, 2022. "Evaluating the belt and road initiative effects on trade and migration: Evidence from the East African community," African Development Review, African Development Bank, vol. 34(1), pages 16-28, March.
    14. Ohyun Kwon & Constantinos Syropoulos & Yoto V. Yotov, 2022. "The Extraterritorial Effects of Sanctions," CESifo Working Paper Series 9578, CESifo.
    15. Galinato, Gregmar I. & Olanie, Aaron Z. & Yoder, Jonathan K., 2017. "The Trade and Health Effects of Tobacco Regulations," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 42(3), September.
    16. Ferro, Esteban & Otsuki, Tsunehiro & Wilson, John S., 2015. "The effect of product standards on agricultural exports," Food Policy, Elsevier, vol. 50(C), pages 68-79.
    17. Ryan Cardwell & Pascal L. Ghazalian, 2020. "The Effects of Untying International Food Assistance: The Case of Canada," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(4), pages 1056-1078, August.
    18. Anderson, James E. & Borchert, Ingo & Mattoo, Aaditya & Yotov, Yoto V., 2018. "Dark costs, missing data: Shedding some light on services trade," European Economic Review, Elsevier, vol. 105(C), pages 193-214.
    19. Jorge Díaz-Lanchas & José Luis Zofío & Carlos Llano, 2022. "A trade hierarchy of cities based on transport cost thresholds," Regional Studies, Taylor & Francis Journals, vol. 56(8), pages 1359-1376, August.
    20. Rebecca Freeman & Mario Larch & Angelos Theodorakopoulos & Yoto V. Yotov, 2021. "Unlocking New Methods to Estimate Country-Specific Trade Costs and Trade Elasticities," CESifo Working Paper Series 9432, CESifo.

    More about this item

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ehl:lserod:105083. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.