IDEAS home Printed from https://ideas.repec.org/p/cte/wsrepe/ws015527.html
   My bibliography  Save this paper

GMM estimation of a production function with panel data : an application to Spanish manufacturing firms

Author

Listed:
  • Alonso-Borrego, César
  • Sánchez Mangas, Rocío

Abstract

In this paper we consider the estimation of a Cobb-Douglas production function using a panel dataset of Spanish manufacturing firms. As it is stressed in the econometric literature, the use of standard GMM first differences estimators to eliminate the unobserved firm-specific effects may yield imprecise estimates, particularly in the case of the estimation of the production function. The reason is that the high persistence of output and inputs involved in the estimation of production functions make that their lagged levels to be weak instruments for the first differences of these series. The extended GMM estimator proposed by Arellano and Bover (1995) considers further orthogonality conditions based on lagged differences as instruments for the equation in levels. This approach has been applied to the estimation of technological parameters by Blundell and Bond (1999). Our estimation results, based on this approach, confirm the better performance of the extended GMM estimator compared to the standard first-differenced GMM estimator

Suggested Citation

  • Alonso-Borrego, César & Sánchez Mangas, Rocío, 2001. "GMM estimation of a production function with panel data : an application to Spanish manufacturing firms," DES - Working Papers. Statistics and Econometrics. WS ws015527, Universidad Carlos III de Madrid. Departamento de Estadística.
    • Handle: RePEc:cte:wsrepe:ws015527
    as

    Download full text from publisher

    File URL: https://e-archivo.uc3m.es/rest/api/core/bitstreams/fa522a8a-aeb3-4a78-bf1b-207c9dddc40e/content
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hall, Bronwyn H. & Mairesse, Jacques & Mulkay, Benoit, 1998. "Firm Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Department of Economics, Working Paper Series qt5tp4r5nm, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    2. Richard Blundell & Stephen Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies.
    3. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    4. repec:adr:anecst:y:1999:i:55-56:p:02 is not listed on IDEAS
    5. Jacques Mairesse & Bronwyn H. Hall & Benoît Mulkay, 1999. "Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Annals of Economics and Statistics, GENES, issue 55-56, pages 27-67.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Aguirregabiria, Victor, 2009. "Econometric Issues and Methods in the Estimation of Production Functions," MPRA Paper 15973, University Library of Munich, Germany.
    2. Sánchez Mangas, Rocío, 2001. "Estimation of a dynamic discrete choice model of irreversible investment," DES - Working Papers. Statistics and Econometrics. WS ws015628, Universidad Carlos III de Madrid. Departamento de Estadística.
    3. Carmine Ornaghi, 2006. "Assessing the effects of measurement errors on the estimation of production functions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 879-891.
    4. Sánchez Mangas, Rocío, 2002. "Pseudo-maximum likelihood estimation of a dynamic structural investment model," DES - Working Papers. Statistics and Econometrics. WS ws026218, Universidad Carlos III de Madrid. Departamento de Estadística.
    5. Escribano, Álvaro & Stucchi, Rodolfo, 2008. "Catching up in total factor productivity through the business cycle : evidence from Spanish manufacturing surveys," UC3M Working papers. Economics we085125, Universidad Carlos III de Madrid. Departamento de Economía.
    6. Housung Jung & Hyeog Ug Kwon, 2007. "An Alternative System GMM Estimation in Dynamic Panel Models," Hi-Stat Discussion Paper Series d07-217, Institute of Economic Research, Hitotsubashi University.
    7. Giuliana Battisti & Amid-George Mourani & Paul Stoneman, 2010. "Causality and a firm-level innovation scoreboard," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(1), pages 7-26.

    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. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    2. Maurice J.G. Bun & Sarafidis, V., 2013. "Dynamic Panel Data Models," UvA-Econometrics Working Papers 13-01, Universiteit van Amsterdam, Dept. of Econometrics.
    3. Catherine Fuss & Philip Vermeulen, 2006. "The response of firms\u2019 investment and financing to adverse cash flow shocks : the role of bank relationships," Working Paper Research 87, National Bank of Belgium.
    4. Demir, Firat, 2006. "Volatility of short term capital flows, financial anarchy and private investment in emerging markets," MPRA Paper 3080, University Library of Munich, Germany, revised May 2007.
    5. Florian Pelgrin & Arnaud Sylvain & Eric Heyer, 2003. "Durées d'utilisation des facteurs et fonction de production : une estimation par la méthode des moments généralisés en système," Working Papers hal-00972839, HAL.
    6. Anabela Carneiro & Pedro Portugal, 2004. "Market Power, Dismissal Threat, and Rent Sharing: the Role of Insider and Outsider Forces in Wage Bargaining," CEF.UP Working Papers 0403, Universidade do Porto, Faculdade de Economia do Porto.
    7. Jorge Crespo & Francisco Javier Velázquez, 2003. "Multinationals and diffrsion of technology Between developed countries," European Economy Group Working Papers 26, European Economy Group.
    8. Mundaca, Gabriela, 2008. "“Corporate investment, cash flow level and market imperfections”," MPRA Paper 20502, University Library of Munich, Germany, revised 16 Aug 2009.
    9. Kang-Kook Lee & Md. Rabiul Islam, 2011. "Financial Development and Financing Constraints in a Developing Country: The Case of Bangladesh," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 46(1), pages 41-67.
    10. Michele Cincera, 2003. "Financing constraints, fixed capital and R&D investment decisions of Belgian firms," Chapters, in: Paul Butzen & Catherine Fuss (ed.), Firms’ Investment and Finance Decisions, chapter 6, pages 129-152, Edward Elgar Publishing.
    11. Abdul Karim, Zulkefly, 2010. "Monetary policy and firms’ investment: Dynamic panel data evidence from Malaysia," MPRA Paper 23962, University Library of Munich, Germany, revised 15 May 2010.
    12. Francisco Gallego Y. & Norman Loayza., 2000. "Financial Structure in Chile: Macroeconomic Developments and Microeconomic Effects," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 3(2), pages 5-30, August.
    13. Jean-Louis ARCAND & Béatrice D'HOMBRES, 2002. "Explaining the Negative Coefficient Associated with Human Capital in Augmented Solow Growth Regressions," Working Papers 200227, CERDI.
    14. Derek Jones & Panu Kalmi & Mikko Mäkinen, 2010. "The productivity effects of stock option schemes: evidence from Finnish panel data," Journal of Productivity Analysis, Springer, vol. 33(1), pages 67-80, February.
    15. Walther, Herbert & Stiassny, Alfred, 2013. "International Comparisons of Household Saving Rates and Hidden Income," Department of Economics Working Paper Series 148, WU Vienna University of Economics and Business.
    16. Julio de Brun & Nestor Gandelman & Eduardo Barbieri, 2001. "Investment equations and financial restrictions at firm level: the case of Uruguay," Documentos de Investigación 11, Universidad ORT Uruguay. Facultad de Administración y Ciencias Sociales.
    17. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    18. Curtiss, Jarmila & Ratinger, Tomas & Medonos, Tomas, 2012. "Ownership and Investment Behaviour in Transition Countries: A Case Study of Collective and Corporate Farms in the Czech Republic," Working papers 122841, Factor Markets, Centre for European Policy Studies.
    19. Besnik Fetai & Kestrim Avdimetaj & Abdylmenaf Bexheti & Arben Malaj, 2020. "Threshold effect of public debt on economic growth: An empirical analysis in the European transition countries," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(2), pages 381-406.
    20. Eugenio Gaiotti & Andrea Generale, 2002. "Does Monetary Policy Have Asymmetric Effects? A Look at the Investment Decisions of Italian Firms," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 61(1), pages 29-59, June.

    More about this item

    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:cte:wsrepe:ws015527. 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: Ana Poveda (email available below). General contact details of provider: http://portal.uc3m.es/portal/page/portal/dpto_estadistica .

    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.