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Estimation of Fuel Coefficients of Cement Production: A Fixed-Effects Approach to Nonlinear Regression


  • Das, Sanghamitra


Fuel coefficients of cement production--one for each process of production--are estimated by explicitly accounting for the multiple-kiln structure of cement plants. Unobserved heterogeneity across plants is found to be significant. Furthermore, since the estimable model is nonlinear in exogenous variables and parameters, a fixed-effects estimator for nonlinear regression is used to obtain the estimates.

Suggested Citation

  • 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.
  • Handle: RePEc:bes:jnlbes:v:9:y:1991:i:4:p:469-74

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    References listed on IDEAS

    1. repec:bla:restud:v:57:y:1990:i:1:p:99-125 is not listed on IDEAS
    2. Gregory, Allan W, 1994. "Testing for Cointegration in Linear Quadratic Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 347-360, July.
    3. Hansen, Bruce E., 1992. "Efficient estimation and testing of cointegrating vectors in the presence of deterministic trends," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 87-121.
    4. Engle, R. F. & Granger, C. W. J. (ed.), 1991. "Long-Run Economic Relationships: Readings in Cointegration," OUP Catalogue, Oxford University Press, number 9780198283393, June.
    5. Engle, Robert F. & Yoo, Byung Sam, 1987. "Forecasting and testing in co-integrated systems," Journal of Econometrics, Elsevier, vol. 35(1), pages 143-159, May.
    6. Phillips, Peter C B & Ouliaris, S, 1990. "Asymptotic Properties of Residual Based Tests for Cointegration," Econometrica, Econometric Society, vol. 58(1), pages 165-193, January.
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    Cited by:

    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. Timothy Dunne & Shawn Klimek & James Schmitz, Jr., 2010. "Competition and Productivity: Evidence from the Post WWII U.S. Cement Industry," Working Papers 10-29, Center for Economic Studies, U.S. Census Bureau.

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