Prentice, David (2000): A micro-econometric model of a short run cost function with unobserved heterogeneity.
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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.
|Item Type:||MPRA Paper|
|Original Title:||A micro-econometric model of a short run cost function with unobserved heterogeneity|
|Keywords:||marginal cost; portland cement; ordered probit|
|Subjects:||L - Industrial Organization > L6 - Industry Studies: Manufacturing > L61 - Metals and Metal Products; Cement; Glass; Ceramics
D - Microeconomics > D2 - Production and Organizations > D24 - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C25 - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
|Depositing User:||David Prentice|
|Date Deposited:||07. Feb 2011 00:07|
|Last Modified:||12. Feb 2013 12:24|
Alchian, A. (1987), 'Rents', in J. Eatwell, M. Milgate and P. Newman (eds.) The New Palgrave: A Dictionary of Economics, Vol. 4, Macmillan, London.
Bertin, A. L., T. F. Bresnahan and D. M.G. Raff (1996), 'Localized Competition and the Aggregation of Plant-level Increasing Returns: Blast Furnaces 1929--1935', Journal of Political Economy, 104, 241-266.
Bresnahan, T. F. (1989), 'Empirical Studies of Industries with Market Power', in R. Schmalansee and R. D. Willig (eds.), Handbook of Industrial Organization, Vol. 2, North-Holland, New York.
Bresnahan, T. F. and V. A. Ramey (1994), 'Output Fluctuations at the Plant Level', Quarterly Journal of Economics, 109, 593-624.
Bresnahan, T. F. and P. C. Reiss (1990), 'Entry in Monopoly Markets', Review of Economic Studies, 57, 531-553.
Bureau of Labor Statistics (various years), Employment, Hours and Earnings, G.P.O, Washington DC.
Bureau of Mines (1976-1992), chapters on Cement and Crushed Stone in Minerals Yearbook, G.P.O, Washington DC.
Capone Jr., C. A. and K. G. Elzinga (1987), 'Technology and Energy Use Before, During and After OPEC: The U.S. Portland Cement Industry', The Energy Journal, 8, 93-112.
Das, S. (1991), 'A semiparametric structural analysis of the idling of cement kilns', Journal of Econometrics, 50, 235-256. Das, S. (1991), 'Estimation of Fuel Coefficients of Cement Production: A Fixed-Effects Approach to Nonlinear Regression', Journal of Business & Economic Statistics, 9, 469-474.
Das, S. (1992), 'A Microeconometric Model of Capital Utilization and Retirement: The Case of the U.S Cement Industry', Review of Economic Studies, 59, 277-297.
Davis, S. J. and J. Haltiwanger (1992), 'Gross Job Creation, Gross Job Destruction, and Employment Reallocation', Quarterly Journal of Economics, 107, 819-863.
Dionne, G., R. Gagné, C. Vanasse (1998), 'Inferring technological parameters from incomplete panel data', Journal of Econometrics, 87, 303 –327.
Department of Commerce (various, a), County Business Patterns, G.P.O, Washington DC.
Department of Commerce (various, b), U.S. Census of Manufactures, G.P.O, Washington DC.
Department of Energy (various), State Energy Price and Expenditure Report, G.P.O, Washington DC.
Fφrsund, F. R. and L. Hjalmarsson (1983), 'Technical Progress and Structural Change in the Swedish Cement Industry 1955-1979', Econometrica, 51, 1449-1467.
Greene, W. H. (1993), Econometric Analysis, 2nd Edition, Macmillan Publishing Company, New York.
Griliches, Z. and H. Regev (1995), 'Firm Productivity in Israeli Industry 1979-1988', Journal of Econometrics, 65, 175-203.
Koller II, R. H. and L. W. Weiss (1989), 'Price Levels and Seller Concentration: The Case of Portland Cement' in L. W. Weiss (ed.), Concentration and Price, MIT Press, Cambridge.
Lindenberg, E. B. and S. A. Ross (1981), 'Tobin's q Ratio and Industrial Organization', Journal of Business, 54, 1-32.
McBride, M. E. (1983), 'Spatial Competition and Vertical Integration: Cement and Concrete Revisited', American Economic Review, 73, 1011-1022.
Northrup, H. R. (1989), 'From Union Hegemony to Union Disintegration: Collective Bargaining in Cement and Related Industries', Journal of Labor Research, 10, 339-376.
Olley, G. S. and A. Pakes (1996), 'The Dynamics of Productivity in the Telecommunications Equipment Industry', Econometrica, 64, 1263-1297.
Peck, M. J. and J. J. McGowan (1967), 'Vertical Integration in Cement: A Critical Examination of the FTC Staff Report', Antitrust Bulletin, 12, 505-531.
Peray, K. E. (1986), The Rotary Cement Kiln, 2nd Edition, Chemical Publishing Co., New York.
Portland Cement Association (1974-1992), U.S. and Canadian Portland Cement Industry: Plant Information Summary, Portland Cement Association, Skokie.
Prentice, D. (1996), The Dramatic, Mysterious Increase in Imports of Portland Cement into the U.S., mimeo, Yale University. Prentice, D. (1997), Import Competition in the U.S. Portland Cement Industry, Ph. D. Thesis, Yale University. Prentice, D. (1998), A microeconometric model of a short run cost function with unobserved heterogeneity, La Trobe University School of Business Discussion Paper A98.01.
Rosenbaum, D. I. (1994), 'Efficiency v. Collusion: Evidence Cast in Cement', Review of Industrial Organization, 9, 379-392.
Salter, W. E. G. (1966), Productivity and Technical Change, Cambridge University Press, Cambridge.