IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/28682.html

A micro-econometric model of a short run cost function with unobserved heterogeneity

Author

Listed:
  • Prentice, David

Abstract

Unobserved plant level heterogeneity and discrete production processes can produce problems for estimation. A structural model of discrete production decisions by heterogeneous plants is constructed and, as a case study, estimated for the U.S. Portland cement industry. A new estimator is proposed to handle the discrete production process – for which the ordered probit is a special case. Data on firm survival and exit are used to adjust all input requirement coefficients for unobserved heterogeneity. The structural model is successfully estimated. Differences between many estimated coefficients and independent estimates from external sources are statistically insignificant.

Suggested Citation

  • Prentice, David, 2000. "A micro-econometric model of a short run cost function with unobserved heterogeneity," MPRA Paper 28682, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:28682
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/28682/1/MPRA_paper_28682.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David Prentice, 1998. "A Micro-Economic Model of a Short Run Cost Function with Unobserved Heterogeneity," Working Papers 1998.01, School of Economics, La Trobe University.
    2. Sanghamitra Das, 1992. "A Micro-Econometric Model of Capital Utilization and Retirement: The Case of the U.S. Cement Industry," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(2), pages 277-297.
    3. Charles A. Capone Jr. & Kenneth G. Elzinga, 1987. "Technology and Energy Use Before, During, and After OPEC: The U.S. Portland Cement Industry," The Energy Journal, , vol. 8(3), pages 93-112, July.
    4. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    5. Das, Sanghamitra, 1991. "A semiparametric structural analysis of the idling of cement kilns," Journal of Econometrics, Elsevier, vol. 50(3), pages 235-256, December.
    6. McBride, Mark E, 1983. "Spatial Competition and Vertical Integration: Cement and Concrete Revisited," American Economic Review, American Economic Association, vol. 73(5), pages 1011-1022, December.
    7. Timothy F. Bresnahan & Peter C. Reiss, 1990. "Entry in Monopoly Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(4), pages 531-553.
    8. Bresnahan, Timothy F., 1989. "Empirical studies of industries with market power," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 17, pages 1011-1057, Elsevier.
    9. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    10. Timothy F. Bresnahan & Valerie A. Ramey, 1994. "Output Fluctuations at the Plant Level," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 593-624.
    11. Dionne, Georges & Gagne, Robert & Vanasse, Charles, 1998. "Inferring technological parameters from incomplete panel data," Journal of Econometrics, Elsevier, vol. 87(2), pages 303-327, September.
    12. Das, Sanghamitra, 1991. "Estimation of Fuel Coefficients of Cement Production: A Fixed-Effects Approach to Nonlinear Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(4), pages 469-474, October.
    13. Lindenberg, Eric B & Ross, Stephen A, 1981. "Tobin's q Ratio and Industrial Organization," The Journal of Business, University of Chicago Press, vol. 54(1), pages 1-32, January.
    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. is not listed on IDEAS
    2. David Prentice, 1998. "A Micro-Economic Model of a Short Run Cost Function with Unobserved Heterogeneity," Working Papers 1998.01, School of Economics, La Trobe University.

    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. Jim Levinsohn & Wendy Petropoulos, 2001. "Creative Destruction or Just Plain Destruction?: The U.S. Textile and Apparel Industries since 1972," NBER Working Papers 8348, National Bureau of Economic Research, Inc.
    2. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
    3. Jan De Loecker & Paul T. Scott, 2016. "Estimating market power Evidence from the US Brewing Industry," NBER Working Papers 22957, National Bureau of Economic Research, Inc.
    4. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    5. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
    6. Catherine Schaumans & Frank Verboven, 2015. "Entry and Competition in Differentiated Products Markets," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 195-209, March.
    7. Filippo Biondi & Sergio Inferrera & Matthias Mertens & Javier Miranda, 2023. "Declining Business Dynamism in Europe: The Role of Shocks, Market Power, and Technology," Jena Economics Research Papers 2023-011, Friedrich-Schiller-University Jena.
    8. John Haltiwanger & Russell Cooper & Laura Power, 1999. "Machine Replacement and the Business Cycle: Lumps and Bumps," American Economic Review, American Economic Association, vol. 89(4), pages 921-946, September.
    9. Sarthak Basu & Subash Sasidharan, 2025. "Productivity, investment slowdown, and misallocation: evidence from Indian manufacturing," Journal of Productivity Analysis, Springer, vol. 63(1), pages 17-36, February.
    10. Germeshausen, Robert & Panke, Timo & Wetzel, Heike, 2014. "Investigating the influence of firm characteristics on the ability to exercise market power: A stochastic frontier analysis approach with an application to the iron ore market," ZEW Discussion Papers 14-105, ZEW - Leibniz Centre for European Economic Research.
    11. Arvid Raknerud & Rolf Golombek, 2000. "Exit Dynamics with Rational Expectations," Discussion Papers 291, Statistics Norway, Research Department.
    12. Michele Cincera, 2004. "Impact of market entry and exit on EU productivity and growth performance," ULB Institutional Repository 2013/921, ULB -- Universite Libre de Bruxelles.
    13. Lars-Hendrik Röller & Johan Stennek & Frank Verboven, 2006. "Efficiency Gains from Mergers," Chapters, in: Fabienne IIzkovitz & Roderick Meiklejohn (ed.), European Merger Control, chapter 3, Edward Elgar Publishing.
    14. Jeroen Van den bosch & Stijn Vanormelingen, 2023. "Productivity growth over the business cycle: cleansing effects of recessions," Small Business Economics, Springer, vol. 60(2), pages 639-657, February.
    15. Ariel Pakes, 2003. "Common Sense and Simplicity in Empirical Industrial Organization," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 23(3), pages 193-215, December.
    16. Jaap H. Abbring & Jeffrey R. Campbell, 2003. "A Structural Empirical Model of Firm Growth, Learning, and Survival," NBER Working Papers 9712, National Bureau of Economic Research, Inc.
    17. Mohamed Ali Marouani & Rim Mouelhi, 2014. "Employment Growth, Productivity and Jobs reallocations in Tunisia: A Microdata Analysis," Working Papers DT/2014/13, DIAL (Développement, Institutions et Mondialisation).
    18. Antonis Michis, 2013. "Measuring Market Power in the Banking Industry in the Presence of Opportunity Cost," Working Papers 2013-1, Central Bank of Cyprus.
    19. Carlos Carreira & Paulino Teixeira, 2016. "Entry and exit in severe recessions: lessons from the 2008–2013 Portuguese economic crisis," Small Business Economics, Springer, vol. 46(4), pages 591-617, April.
    20. Rizov, Marian & Davidova, Sophia & Bailey, Alastair, 2019. "Employment effects of CAP payments in the UK non-farm economy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 147-161.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • L61 - Industrial Organization - - Industry Studies: Manufacturing - - - Metals and Metal Products; Cement; Glass; Ceramics
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

    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:pra:mprapa:28682. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.