IDEAS home Printed from https://ideas.repec.org/a/ags/aergaa/26412.html
   My bibliography  Save this article

Approximation Properties and Estimation of the Translog Production Function with Panel Data

Author

Listed:
  • Tzouvelekas, Evaggelos

Abstract

This paper provides a general theoretical and methodological framework for the estimation of the translog production function using panel data. The estimation is carried out using generalised least squares estimator (random-effects model) under different maintained hypotheses for the underlying production technology. Our empirical results indicate that imposing a priori restrictions such as homotheticity, homogeneity or separability on the production structure are not palatable and should rather remain a testable hypothesis within the estimation framework.

Suggested Citation

  • Tzouvelekas, Evaggelos, 2000. "Approximation Properties and Estimation of the Translog Production Function with Panel Data," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 1(01), pages 1-16, January.
  • Handle: RePEc:ags:aergaa:26412
    DOI: 10.22004/ag.econ.26412
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/26412/files/01010033.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.26412?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Hatziprokopiou, Michalis & Karagiannis, Giannis & Velentzas, Kostas, 1996. "Production Structure, Technical Change, and Productivity Growth in Albanian Agriculture," Journal of Comparative Economics, Elsevier, vol. 22(3), pages 295-310, June.
    2. Grant, James H & Hamermesh, Daniel S, 1981. "Labor Market Competition among Youths, White Women and Others," The Review of Economics and Statistics, MIT Press, vol. 63(3), pages 354-360, August.
    3. Shenggen Fan, 1991. "Effects of Technological Change and Institutional Reform on Production Growth in Chinese Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(2), pages 266-275.
    4. Wales, Terence J., 1977. "On the flexibility of flexible functional forms : An empirical approach," Journal of Econometrics, Elsevier, vol. 5(2), pages 183-193, March.
    5. Fuss, Melvyn & McFadden, Daniel & Mundlak, Yair, 1978. "A Survey of Functional Forms in the Economic Analysis of Production," Histoy of Economic Thought Chapters, in: Fuss, Melvyn & McFadden, Daniel (ed.),Production Economics: A Dual Approach to Theory and Applications, volume 1, chapter 4, McMaster University Archive for the History of Economic Thought.
    6. Shumway, C. Richard & Lim, Hongil, 1993. "Functional Form And U.S. Agricultural Production Elasticities," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(2), pages 1-11, December.
    7. Greene, William H., 1980. "On the estimation of a flexible frontier production model," Journal of Econometrics, Elsevier, vol. 13(1), pages 101-115, May.
    8. Greene, William H, 1981. "Sample Selection Bias as a Specification Error: Comment," Econometrica, Econometric Society, vol. 49(3), pages 795-798, May.
    9. Thijssen, Geert, 1992. "A Comparison of Production Technology Using Primal and Dual Approaches: The Case of Dutch Dairy Farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 19(1), pages 49-65.
    10. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    11. Almas Heshmati, 1996. "On the single and multiple time trends representation of technical change," Applied Economics Letters, Taylor & Francis Journals, vol. 3(8), pages 495-499.
    12. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (I): The Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 1, number fuss1978.
    13. Humphrey, David Burras & Moroney, John R, 1975. "Substitution among Capital, Labor, and Natural Resource Products in American Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 83(1), pages 57-82, February.
    14. Berndt, Ernst R. & Christensen, Laurits R., 1973. "The translog function and the substitution of equipment, structures, and labor in U.S. manufacturing 1929-68," Journal of Econometrics, Elsevier, vol. 1(1), pages 81-113, March.
    15. Kim, H Youn, 1992. "The Translog Production Function and Variable Returns to Scale," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 546-552, August.
    16. Ornelas, Fermin S. & Shumway, C. Richard, 1993. "Multidimensional Evaluation of Flexible Functional Forms for Production Analysis," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 25(2), pages 106-118, December.
    17. Wylie, Peter J, 1990. "Scale-Biased Technological Development in Canada's Industrialization, 1990-1929," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 219-227, May.
    18. Baltagi, Badi H & Griffin, James M, 1988. "A General Index of Technical Change," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 20-41, February.
    19. 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.
    20. Gallant, A. Ronald, 1981. "On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form," Journal of Econometrics, Elsevier, vol. 15(2), pages 211-245, February.
    21. repec:bla:scandj:v:97:y:1995:i:2:p:309-23 is not listed on IDEAS
    22. Heshmati, Almas, 1994. "Estimating random effects production function models with selectivity bias: an application to Swedish crop producers," Agricultural Economics, Blackwell, vol. 11(2-3), pages 171-189, December.
    23. Fuss, Melvyn & McFadden, Daniel (ed.), 1978. "Production Economics: A Dual Approach to Theory and Applications," Elsevier Monographs, Elsevier, edition 1, number 9780444850133.
    24. May, J D & Denny, M, 1979. "Factor-Augmenting Technical Progress and Productivity in U.S. Manufacturing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 20(3), pages 759-774, October.
    25. Denny, Michael & Fuss, Melvyn A, 1977. "The Use of Approximation Analysis to Test for Separability and the Existence of Consistent Aggregates," American Economic Review, American Economic Association, vol. 67(3), pages 404-418, June.
    26. Kalirajan, K P, 1990. "On Measuring Economic Efficiency," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 75-85, January-M.
    27. Griffin, Ronald C. & Montgomery, John M. & Rister, M. Edward, 1987. "Selecting Functional Form In Production Function Analysis," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 12(2), pages 1-12, December.
    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. Minor, Peter J., 2010. "Time as a Barrier to Trade: A GTAP Database of ad valorem Trade Time Costs," Conference papers 331960, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    2. Wesseh, Presley K. & Lin, Boqiang, 2016. "Can African countries efficiently build their economies on renewable energy?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 161-173.
    3. Sauer, J.F., 2005. "“Efficiency Flooding”: Black-Box Frontiers and Policy Implications," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(1), pages 17-52.
    4. Sam Jones, 2020. "Testing the Technology of Human Capital Production: A General‐to‐Restricted Framework," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(6), pages 1429-1455, December.
    5. Wesseh, Presley K. & Lin, Boqiang, 2017. "Is renewable energy a model for powering Eastern African countries transition to industrialization and urbanization?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 909-917.
    6. Wesseh, Presley K. & Lin, Boqiang, 2016. "Output and substitution elasticities of energy and implications for renewable energy expansion in the ECOWAS region," Energy Policy, Elsevier, vol. 89(C), pages 125-137.
    7. Shaibu, Abdul-Fatawu & Al-Hassan, R. M., 2015. "Accessibility of Rice Farmers to the Ghana School Feeding Programme and its Effect on Output," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 7(3), pages 1-12, September.
    8. Eric Heyer & Florian Pelgrin & Arnaud Sylvain, 2004. "Translog ou Cobb-Douglas? Le rôle des durées d'utilisation des facteurs," Staff Working Papers 04-19, Bank of Canada.
    9. Wesseh, Presley K. & Lin, Boqiang, 2016. "Factor demand, technical change and inter-fuel substitution in Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 979-991.
    10. Jorge Ibarra Salazar & Francisco García Pérez, 2016. "Las demandas de factores productivos en la industria maquiladora," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 31(2), pages 265-303.
    11. Francisco Gildemir Ferreira Silva, 2022. "Brazilian railways separability infrastructure/operations: investigation by production indicators," SN Business & Economics, Springer, vol. 2(7), pages 1-25, July.
    12. Dewbre, Joshua, 2010. "Improving resource allocation and incomes in Vietnamese agriculture," IFPRI discussion papers 984, International Food Policy Research Institute (IFPRI).
    13. Norbert Ernst & Michael Sigmund, 2023. "Are zombie firms really contagious? (Norbert Ernst, Michael Sigmund)," Working Papers 245, Oesterreichische Nationalbank (Austrian Central Bank).

    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. Perekhozhuk, Oleksandr, 2007. "Marktstruktur und Preisbildung auf dem ukrainischen Markt für Rohmilch," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 41, number 92322, September.
    2. Hamermesh, Daniel S., 1987. "The demand for labor in the long run," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 1, chapter 8, pages 429-471, Elsevier.
    3. Richmond, J, 2000. "Separability and Specification Tests," Economics Discussion Papers 8832, University of Essex, Department of Economics.
    4. Hisnanick, John J. & Kymn, Kern O., 1999. "Modeling economies of scale: the case of US electric power companies," Energy Economics, Elsevier, vol. 21(3), pages 225-237, June.
    5. Ulrich R. Kohli, 1983. "The Le Châtelier Principle and the Demand for Imports in the Short Run and the Medium Run: Australia, 1959–60–1978–79," The Economic Record, The Economic Society of Australia, vol. 59(2), pages 149-165, June.
    6. repec:eee:labchp:v:1:y:1986:i:c:p:429-471 is not listed on IDEAS
    7. Stefan Profit & Stefan Sperlich, 2004. "Non-uniformity of job-matching in a transition economy - A nonparametric analysis for the Czech Republic," Applied Economics, Taylor & Francis Journals, vol. 36(7), pages 695-714.
    8. Tristan D. Skolrud, 2017. "Reducing Approximation Error in the Fourier Flexible Functional Form," Econometrics, MDPI, vol. 5(4), pages 1-16, December.
    9. Marc Gaudry & Emile Quinet, 2009. "Track wear-and-tear cost by traffic class: Functional form, zero output levels and marginal cost pricing recovery on the French rail network," Working Papers halshs-00574977, HAL.
    10. Richard Fabling & David C Maré, 2015. "Production function estimation using New Zealand’s Longitudinal Business Database," Working Papers 15_15, Motu Economic and Public Policy Research.
    11. Managi, Shunsuke & Opaluch, James J. & Jin, Di & Grigalunas, Thomas A., 2006. "Stochastic frontier analysis of total factor productivity in the offshore oil and gas industry," Ecological Economics, Elsevier, vol. 60(1), pages 204-215, November.
    12. Liu, Tung, 2021. "Measuring cost inefficiency: A dual approach," Economic Modelling, Elsevier, vol. 99(C).
    13. Heshmati, Almas & Kim, Nam-Seok, 2017. "The Relationship between Economic Growth and Democracy: Alternative Representations of Technological Change," IZA Discussion Papers 10880, Institute of Labor Economics (IZA).
    14. Sauer, J., 2007. "Monotonicity and Curvature – A Bootstrapping Approach," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 42, March.
    15. Sperlich, Stefan & Tjøstheim, Dag & Yang, Lijian, 2002. "Nonparametric Estimation And Testing Of Interaction In Additive Models," Econometric Theory, Cambridge University Press, vol. 18(2), pages 197-251, April.
    16. Luis R. Murillo‐Zamorano, 2004. "Economic Efficiency and Frontier Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 18(1), pages 33-77, February.
    17. Vlachou, Andriana & Vassos, Spyros & Andrikopoulos, Andreas, 1996. "Energy and environment: Reducing CO2 emissions from the electric power industry," Journal of Policy Modeling, Elsevier, vol. 18(4), pages 343-376, August.
    18. Hoehn, John P. & Randall, Alan, 1985. "A Theory of Benefit Cost Analysis for Complex Regulatory Programs," Staff Paper Series 200901, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    19. Tocco, Barbara & Bailey, Alastair & Davidova, Sophia, 2013. "The Theoretical Framework and Methodology to Estimate the Farm Labour and Other Factor-Derived Demand and Output Supply Systems," Working papers 155702, Factor Markets, Centre for European Policy Studies.
    20. Rita Martins & Fernando Coelho & Adelino Fortunato, 2012. "Water losses and hydrographical regions influence on the cost structure of the Portuguese water industry," Journal of Productivity Analysis, Springer, vol. 38(1), pages 81-94, August.
    21. Kjell Salvanes & Dale Squires, 1995. "Transferable quotas, enforcement costs and typical firms: An empirical application to the Norwegian trawler fleet," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 6(1), pages 1-21, July.

    More about this item

    Keywords

    Research Methods/ Statistical Methods;

    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:ags:aergaa:26412. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/etagrea.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.