Estimation of the CES Production Function with Biased Technical Change: A Control Function Approach
In 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.
|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
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.:
- James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
- 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.
- Eric J. Bartelsman & Wayne Gray, 1996. "The NBER Manufacturing Productivity Database," NBER Technical Working Papers 0205, National Bureau of Economic Research, Inc.
- 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.
- Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
- 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.
- 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.
- J Malley & V A Muscatelli., . "Business Cycles and Productivity Growth: Are Temporary Downturns Productive or Wasteful?," Working Papers 9605, Business School - Economics, University of Glasgow.
- 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.
- Guido W. Imbens & Whitney K. Newey, 2009.
"Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity,"
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.
- 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.
- 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.
- Robert S. Chirinko, 2008. "ó: The Long And Short Of It," CESifo Working Paper Series 2234, CESifo Group Munich.
- 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.
- 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.
- 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.
- Daron Acemoglu, 2000.
"Labor- and Capital- Augmenting Technical Change,"
NBER Working Papers
7544, National Bureau of Economic Research, Inc.
When requesting a correction, please mention this item's handle: RePEc:ulp:sbbeta:2012-20. See general information about how to correct material in RePEc.
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.