Estimation of the CES Production Function with Biased Technical Change: A Control Function Approach
AbstractIn this paper, I extend the Olley-Pakes (1996) estimation method to the CES production function with biased technical change. The new semi-parametric approach allows consistent estimation of the degree of returns to scale, the elasticity of substitution, and the bias in technical change. Identification of these parameters is achieved under the assumption that the data generating process reflects not only technologies but also optimizing behavior of producers. Using data from U.S. manufacturing industries over the period 1958-2005, I find strong evidence that industries are characterized by a production technology with the elasticity of substitution below one and with significant biased technical progress.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg in its series Working Papers of BETA with number 2012-20.
Date of creation: 2012
Date of revision:
Contact details of provider:
Postal: PEGE. 61, Aven. de la Forêt-Noire 67000 Strasbourg
Phone: +33 3 68 85 20 69
Fax: +33 3 68 85 20 70
Web page: http://www.beta-umr7522.fr/
More information through EDIRC
Semi-parametric estimation; Panel data analysis; Returns to scale; Elasticity of substitution; Factor-augmenting technical change; Industry-level studies.;
Find related papers by JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- O30 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - General
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
This paper has been announced in the following NEP Reports:
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Ilke Van Beveren, 2012.
"Total Factor Productivity Estimation: A Practical Review,"
Journal of Economic Surveys,
Wiley Blackwell, vol. 26(1), pages 98-128, 02.
- Ilke Van Beveren, 2007. "Total factor productivity estimation: A practical review," LICOS Discussion Papers 18207, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
- James Levinsohn & Amil Petrin, 2003.
"Estimating Production Functions Using Inputs to Control for Unobservables,"
Review of Economic Studies,
Wiley Blackwell, vol. 70(2), pages 317-341, 04.
- James Levinsohn & Amil Petrin, 2000. "Estimating Production Functions Using Inputs to Control for Unobservables," NBER Working Papers 7819, National Bureau of Economic Research, Inc.
- Daron Acemoglu, 2003.
"Labor- And Capital-Augmenting Technical Change,"
Journal of the European Economic Association,
MIT Press, vol. 1(1), pages 1-37, 03.
- Robert S. Chirinko, 2008. "ó: The Long And Short Of It," CESifo Working Paper Series 2234, CESifo Group Munich.
- Whitney Newey, 1999.
"Flexible Simulated Moment Estimation of Nonlinear Errors-in-Variables Models,"
99-02, Massachusetts Institute of Technology (MIT), Department of Economics.
- Whitney K. Newey, 2001. "Flexible Simulated Moment Estimation Of Nonlinear Errors-In-Variables Models," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 616-627, November.
- Thursby, Jerry G & Lovell, C A Knox, 1978. "An Investigation of the Kmenta Approximation to the CES Function," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 363-77, June.
- J Malley & V A Muscatelli., .
"Business Cycles and Productivity Growth: Are Temporary Downturns Productive or Wasteful?,"
9605, Business School - Economics, University of Glasgow.
- Malley, Jim & Muscatelli, V. Anton, 1999. "Business cycles and productivity growth: Are temporary downturns productive or wasteful?," Research in Economics, Elsevier, vol. 53(4), pages 337-364, December.
- Konings, Jozef & Vandenbussche, Hylke, 2008.
"Heterogeneous Responses of Firms to Trade Protection,"
CEPR Discussion Papers
6724, C.E.P.R. Discussion Papers.
- Konings, Jozef & Vandenbussche, Hylke, 2008. "Heterogeneous responses of firms to trade protection," Journal of International Economics, Elsevier, vol. 76(2), pages 371-383, December.
- Beata Smarzynska Javorcik, 2004.
"Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages,"
American Economic Review,
American Economic Association, vol. 94(3), pages 605-627, June.
- Beata K. Smarzynska, 2003. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers through Backward Linkages," William Davidson Institute Working Papers Series 548, William Davidson Institute at the University of Michigan.
- Smarzynska, Beata K., 2002. "Does foreign direct investment increase the productivity of domestic firms : in search of spillovers through backward linkages," Policy Research Working Paper Series 2923, The World Bank.
- Rainer Klump & Peter McAdam & Alpo Willman, 2007. "Factor Substitution and Factor-Augmenting Technical Progress in the United States: A Normalized Supply-Side System Approach," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 183-192, February.
- Berndt, Ernst R, 1976. "Reconciling Alternative Estimates of the Elasticity of Substitution," The Review of Economics and Statistics, MIT Press, vol. 58(1), pages 59-68, February.
- Whitney Newey & Guido Imbens, 2004.
"Identification and Estimation of Triangular Simultaneous Equations Models without Additivity,"
Econometric Society 2004 North American Summer Meetings
594, Econometric Society.
- Guido W. Imbens & Whitney K. Newey, 2009. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," Econometrica, Econometric Society, vol. 77(5), pages 1481-1512, 09.
- Guido W. Imbens & Whitney K. Newey, 2002. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," NBER Technical Working Papers 0285, National Bureau of Economic Research, Inc.
- Eric J. Bartelsman & Wayne Gray, 1996. "The NBER Manufacturing Productivity Database," NBER Technical Working Papers 0205, National Bureau of Economic Research, Inc.
- Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
- Xi Chen & Bertrand M. Koebel, 2013. "Fixed cost, variable cost, markups and returns to scale," Working Papers of BETA 2013-13, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().
If references are entirely missing, you can add them using this form.