IDEAS home Printed from https://ideas.repec.org/p/cep/cepdps/dp0935.html
   My bibliography  Save this paper

Trading Partners and Trading Volumes: Implementing the Helpman-Melitz-Rubinstein Model Empirically

Author

Listed:
  • J. M. C. Santos Silva
  • Silvana Tenreyro

Abstract

Helpman, Melitz, and Rubinstein (2008)-HMR-present a rich theoretical model to study the determinants of bilateral trade flows across countries. The model is then empirically implemented through a two-stage estimation procedure. This note seeks to clarify some econometric aspects of the estimation approach used by HMR and explore the consequences of possible departures from the maintained distributional assumptions.

Suggested Citation

  • J. M. C. Santos Silva & Silvana Tenreyro, 2009. "Trading Partners and Trading Volumes: Implementing the Helpman-Melitz-Rubinstein Model Empirically," CEP Discussion Papers dp0935, Centre for Economic Performance, LSE.
  • Handle: RePEc:cep:cepdps:dp0935
    as

    Download full text from publisher

    File URL: https://cep.lse.ac.uk/pubs/download/dp0935.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Chen, Songnian & Khan, Shakeeb, 2003. "Semiparametric Estimation Of A Heteroskedastic Sample Selection Model," Econometric Theory, Cambridge University Press, vol. 19(6), pages 1040-1064, December.
    2. Dr Alex Bryson, 2009. "Employee Voice and Private Sector Workplace Outcomes in Britain, 1980-2004," National Institute of Economic and Social Research (NIESR) Discussion Papers 329, National Institute of Economic and Social Research.
    3. J. M. C. Santos Silva & Silvana Tenreyro, 2015. "Trading Partners and Trading Volumes: Implementing the Helpman–Melitz–Rubinstein Model Empirically," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 93-105, February.
    4. Esmeralda A. Ramalho & Joaquim J. S. Ramalho, 2012. "Alternative Versions of the RESET Test for Binary Response Index Models: A Comparative Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(1), pages 107-130, February.
    5. Davidson, Russell & MacKinnon, James G., 1984. "Convenient specification tests for logit and probit models," Journal of Econometrics, Elsevier, vol. 25(3), pages 241-262, July.
    6. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    7. Harvey, A C, 1976. "Estimating Regression Models with Multiplicative Heteroscedasticity," Econometrica, Econometric Society, vol. 44(3), pages 461-465, May.
    8. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    9. Barnett,William A. & Powell,James & Tauchen,George E. (ed.), 1991. "Nonparametric and Semiparametric Methods in Econometrics and Statistics," Cambridge Books, Cambridge University Press, number 9780521424318, September.
    10. 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.
    11. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    12. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    13. J.S. Cramer & G. Ridder, 1988. "The Logit Model in Economics," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 42(4), pages 297-314, December.
    14. Godfrey, L G & Orme, C D, 1994. "The Sensitivity of Some General Checks to Omitted Variables in the Linear Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(2), pages 489-506, May.
    15. Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
    16. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(1), pages 33-58.
    17. 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.
    18. Barnett,William A. & Powell,James & Tauchen,George E. (ed.), 1991. "Nonparametric and Semiparametric Methods in Econometrics and Statistics," Cambridge Books, Cambridge University Press, number 9780521370905, September.
    19. William H. Greene, 1994. "Accounting for Excess Zeros and Sample Selection in Poisson and Negative Binomial Regression Models," Working Papers 94-10, New York University, Leonard N. Stern School of Business, Department of Economics.
    20. Newey, Whitney K, 1985. "Maximum Likelihood Specification Testing and Conditional Moment Tests," Econometrica, Econometric Society, vol. 53(5), pages 1047-1070, September.
    21. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2006. "Trading Partners and Trading Volumes," DEGIT Conference Papers c011_022, DEGIT, Dynamics, Economic Growth, and International Trade.
    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. Mario Larch & Pehr-Johan Norbäck & Steffen Sirries & Dieter M. Urban, 2016. "Heterogeneous Firms, Globalisation and the Distance Puzzle," The World Economy, Wiley Blackwell, vol. 39(9), pages 1307-1338, September.
    2. Juliana D. Araujo & Povilas Lastauskas & Chris Papageorgiou, 2017. "Evolution of Bilateral Capital Flows to Developing Countries at Intensive and Extensive Margins," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(7), pages 1517-1554, October.
    3. 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.
    4. Rafael Cezar, 2011. "Newtoning financial development with heterogeneous firms," Working Papers DT/2011/12, DIAL (Développement, Institutions et Mondialisation).
    5. repec:dau:papers:123456789/7596 is not listed on IDEAS
    6. Massimo Del Gatto & Gianmarco I. P. Ottaviano & Marcello Pagnini, 2008. "Openness To Trade And Industry Cost Dispersion: Evidence From A Panel Of Italian Firms," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 97-129, February.
    7. 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.
    8. Giovanni Peri & Francisco Requena-Silvente, 2010. "The trade creation effect of immigrants: evidence from the remarkable case of Spain," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1433-1459, November.
    9. Wolf, Nikolaus, 2009. "Was Germany Ever United? Evidence from Intra- and International Trade, 1885–1933," The Journal of Economic History, Cambridge University Press, vol. 69(3), pages 846-881, September.
    10. Bo Xiong & John Beghin, 2017. "Does European aflatoxin regulation hurt groundnut exporters from Africa?," World Scientific Book Chapters, in: John Christopher Beghin (ed.), Nontariff Measures and International Trade, chapter 16, pages 287-307, World Scientific Publishing Co. Pte. Ltd..
    11. Xiong, Bo & Beghin, John C. & Marette, Stephan, 2013. "Gains to French champagne makers from tariff liberalization," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150003, Agricultural and Applied Economics Association.
    12. Kevin E. Staub, 2014. "A Causal Interpretation of Extensive and Intensive Margin Effects in Generalized Tobit Models," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 371-375, May.
    13. 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.
    14. Chong Wha Lee & Soonchan Park, 2016. "Does Religious Similarity Matter in International Trade in Services?," The World Economy, Wiley Blackwell, vol. 39(3), pages 409-425, March.
    15. Lewbel, Arthur, 2007. "Endogenous selection or treatment model estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 777-806, December.
    16. Zongo, Amara, 2020. "The Impact of Services Trade Restrictiveness on Food Trade," MPRA Paper 101658, University Library of Munich, Germany.
    17. Bosello, Francesco & Eboli, Fabio & Parrado, Ramiro & Nunes, Paulo A.L.D. & Ding, Helen & Rosa, Renato, 2011. "The economic assessment of changes in ecosystem services: an application of the CGE methodology," Conference papers 332065, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    18. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    19. Elisaveta Archanskaia & Guillaume Daudin, 2012. "Heterogeneity and the Distance Puzzle," Documents de Travail de l'OFCE 2012-17, Observatoire Francais des Conjonctures Economiques (OFCE).
    20. Peter Egger & Mario Larch & Kevin E. Staub & Rainer Winkelmann, 2011. "The Trade Effects of Endogenous Preferential Trade Agreements," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 113-143, August.
    21. Bo Xiong & John Beghin, 2013. "Aflatoxin redux: Does European Aflatoxin regulation hurt groundnut exporters from Africa?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(5), pages 895-895, December.
    22. repec:hal:spmain:info:hdl:2441/53r60a8s3kup1vc9ji21mi9p3 is not listed on IDEAS
    23. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    24. repec:spo:wpecon:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    25. Sören Prehn & Bernhard Brümmer & Stanley R. Thompson, 2015. "Payment decoupling and intra-European calf trade," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 42(4), pages 625-650.

    More about this item

    Keywords

    Gravity equation; Heteroskedasticity; Jensens inequality;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • F10 - International Economics - - Trade - - - General

    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:cep:cepdps:dp0935. 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: the person in charge (email available below). General contact details of provider: https://cep.lse.ac.uk/_new/publications/discussion-papers/ .

    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.