Aguirregabiria, Victor (2009): Econometric Issues and Methods in the Estimation of Production Functions.
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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.
|Item Type:||MPRA Paper|
|Original Title:||Econometric Issues and Methods in the Estimation of Production Functions|
|Keywords:||Production Function Estimation. Dynamic Panel Data Models. Endogeneity. Sample Selection.|
|Subjects:||L - Industrial Organization > L1 - Market Structure, Firm Strategy, and Market Performance > L11 - Production, Pricing, and Market Structure; Size Distribution of Firms
C - Mathematical and Quantitative Methods > C0 - General > C01 - Econometrics
|Depositing User:||Victor Aguirregabiria|
|Date Deposited:||30. Jun 2009 09:08|
|Last Modified:||13. Feb 2013 12:35|
Ackerberg, D., K. Caves and G. Frazer (2006): "Structural Estimation of Production Functions," manuscript. Department of Economics, UCLA.
Aguirregabiria, V. and Alonso-Borrego, C. (2008): "Labor Contracts and Flexibility: Evidence from a Labor Market Reform in Spain," manuscript. Department of Economics. University of Toronto.
Alonso-Borrego, C., and R. Sanchez-Mangas (2001): "GMM Estimation of a Production Function with Panel Data: An Application to Spanish Manufacturing Firms," Statistics and Econometrics Working Papers #015527. Universidad Carlos III.
Anderson, T.W., and C. Hsiao (1981): "Estimation of dynamic models with error components," Journal of the American Statistical Association, 589-606.
Anderson, T.W., and C. Hsiao (1982): "Formulation and Estimation of Dynamic Models Using Panel Data," Journal of Econometrics, 18, 47-82.
Arellano, M. and S. Bond (1991): "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, 58, 277-297.
Arellano, M., and O. Bover (1995): "Another Look at the Instrumental Variable Estimation of Error-Components Models," Journal of Econometrics, 68, 29-51.
Blundell, R., and S. Bond (1998): "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, 87, 115-143.
Blundell, R., and S. Bond (2000): "GMM estimation with persistent panel data: an application to production functions," Econometric Reviews, 19(3), 321-340.
Bond, S., and M. Söderbom (2005): "Adjustment costs and the identification of Cobb Douglas production functions," IFS Working Papers W05/04, Institute for Fiscal Studies.
Bond, S. and J. Van Reenen (2007): "Microeconometric Models of Investment and Employment," in J. Heckman and E. Leamer (editors) Handbook of Econometrics, Vol. 6A. North Holland. Amsterdam.
Evans, D. (1987): "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, 35, 567-81.
Griliches, Z., and J. Mairesse (1998): "Production Functions: The Search for Identification," in Econometrics and Economic Theory in the Twentieth Century: The Ragnar Frisch Centennial Symposium. S. Strøm (editor). Cambridge University Press. Cambridge, UK.
Hall, B. (1987): "The Relationship Between Firm Size and Firm Growth in the US Manufacturing," Journal of Industrial Economics, 35, 583-606.
Levinshon, J., and A. Petrin (2003): "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies , 70, 317-342.
Mansfield, E. (1962): "Entry, Gibrat's Law, innovation and the growth of firms," American Economic Review, 52, 1023-1051
Marshak, J., and W. Andrews (1944): "Random simultaneous equation and the theory of production," Econometrica, 12, 143--205.
Mundlak, Y. (1961): "Empirical Production Function Free of Management Bias," Journal of Farm Economics, 43, 44-56.
Mundlak, Y., and I. Hoch (1965): "Consequences of Alternative Specifications in Estimation of Cobb-Douglas Production Functions," Econometrica, 33, 814-828.
Olley, S., and A. Pakes (1996), "The Dynamics of Productivity in the Telecommunications Equipment Industry", Econometrica, 64, 1263-97.
Robinson, P. (1988): "Root-N-Consistent Semiparametric Regression," Econometrica, 56, 931-54.
Yatchew, A. (2003): "Semiparametric Regression for the Applied Econometrician," in Themes in Modern Econometrics, ed. P.C.B. Phillips, Cambridge University Press.