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Econometric Issues and Methods in the Estimation of Production Functions

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  • Aguirregabiria, Victor
Abstract
This paper discusses the main econometric issues in the identification and estimation of production functions, and reviews recent methods. The main emphasis of the paper is in explaining the role of different identifying assumptions used in alternative estimation methods.

Suggested Citation

  • Aguirregabiria, Victor, 2009. "Econometric Issues and Methods in the Estimation of Production Functions," MPRA Paper 15973, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:15973
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    File URL: https://mpra.ub.uni-muenchen.de/15973/1/MPRA_paper_15973.pdf
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    References listed on IDEAS

    as
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    14. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    15. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    16. Yatchew,Adonis, 2003. "Semiparametric Regression for the Applied Econometrician," Cambridge Books, Cambridge University Press, number 9780521812832.
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    19. Stephen Bond & Måns Söderbom, 2005. "Adjustment Costs and the Identification of Cobb Douglas Production Functions," Economics Series Working Papers 2005-W04, University of Oxford, Department of Economics.
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    2. Azam Chaudhry, 2010. "A Panel Data Analysis of Electricity Demand in Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 15(Special E), pages 75-106, September.
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    4. Audretsch, David B. & Kritikos, Alexander S. & Schiersch, Alexander, 2020. "Microfirms and innovation in the service sector," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(4), pages 997-1018.
    5. Piotr Gabrielczak & Tomasz Serwach, 2014. "Produktywnosc a ekspansja miedzynarodowa przedsiebiorstw. Przypadek wojewodztwa lodzkiego / Firms’ productivity and their international expansion. The case of Lodz voivodeship," International Economics, University of Lodz, Faculty of Economics and Sociology, issue 5, pages 7-28, March.
    6. Christophe Nordman & Julia Vaillant, 2013. "Inputs, Gender Roles or Sharing Norms? Assessing the Gender Performance Gap Among Informal Entrepreneurs in Madagascar," Working Papers DT/2013/15, DIAL (Développement, Institutions et Mondialisation).
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    8. Audretsch, David & Hafenstein, Marian & Kritikos, Alexander S. & Schiersch, Alexander, 2018. "Firm Size and Innovation in the Service Sector," IZA Discussion Papers 12035, Institute of Labor Economics (IZA).
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    12. Piras , Romano & Etzo, Ivan & Massidda, Carla & Mattana, Paolo, 2021. "A Panel SVAR Analysis of the Long-Run Economic Impacts of Migration," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 74(2), pages 197-224.
    13. Hirokazu Mizobata, 2018. "Firm Heterogeneity and the Dynamics of Credit Rationing in Japan," KIER Working Papers 1000, Kyoto University, Institute of Economic Research.
    14. Jaison Chireshe & Matthew K. Ocran, 2020. "Health care expenditure and health outcomes in sub‐Saharan African countries," African Development Review, African Development Bank, vol. 32(3), pages 349-361, September.
    15. Alokesh Barua & Bishwanath Goldar & Himani Sharma & Priyanta Ghosh, 2017. "Do Technological Conditions of Production Explain Industrial Growth? The Indian Manufacturing, 1998–1999 to 2007–2008," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 15(3), pages 509-541, September.
    16. Chi Huu Nguyen & Christophe J. Nordman, 2018. "Household Entrepreneurship and Social Networks: Panel Data Evidence from Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 54(4), pages 594-618, April.
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    18. Richter, Philipp M. & Schiersch, Alexander, 2017. "CO2 emission intensity and exporting: Evidence from firm-level data," European Economic Review, Elsevier, vol. 98(C), pages 373-391.
    19. Piotr Gabrielczak & Tomasz Serwach, 2016. "Firm-level productivity and international expansion of firms from the Lodz Voivodeship," Lodz Economics Working Papers 7/2016, University of Lodz, Faculty of Economics and Sociology.
    20. Sieg, Holger & Zhang, Jipeng, 2012. "The importance of managerial capacity in fundraising: Evidence from land conservation charities," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 724-734.
    21. Piotr Gabrielczak & Tomasz Serwach, 2014. "The Link between Firm-Level Productivity and Decisions to Export," Theory Methodology Practice (TMP), Faculty of Economics, University of Miskolc, vol. 10(01), pages 3-8.
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    23. Germeshausen, Robert, 2018. "The European Union emissions trading scheme and fuel efficiency of fossil fuel power plants in Germany," ZEW Discussion Papers 18-007, ZEW - Leibniz Centre for European Economic Research.

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    More about this item

    Keywords

    Production Function Estimation. Dynamic Panel Data Models. Endogeneity. Sample Selection.;

    JEL classification:

    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics

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