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Unbalanced Nested Component Error Model For Estimating Pest Damage Functions

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  • Yang, Juan
  • Mitchell, Paul D.

Abstract

A recently developed nested error component model for unbalanced panel data is used to estimate insect damage functions. The model estimates the separate random effects for location and year on the variability of yield loss and has smaller standard errors for the regression coefficient than the comparable OLS model.

Suggested Citation

  • Yang, Juan & Mitchell, Paul D., 2004. "Unbalanced Nested Component Error Model For Estimating Pest Damage Functions," 2004 Annual meeting, August 1-4, Denver, CO 20002, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea04:20002
    DOI: 10.22004/ag.econ.20002
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    References listed on IDEAS

    as
    1. Terrance M. Hurley & Paul D. Mitchell & Marlin E. Rice, 2004. "Risk and the Value of Bt Corn," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 345-358.
    2. Jeffrey Hyde & Marshall A. Martin & Paul V. Preckel & C. Richard Edwards, 1999. "The Economics of Bt Corn: Valuing Protection from the European Corn Borer," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 21(2), pages 442-454.
    3. Hurley, Terrance M. & Babcock, Bruce A. & Hellmich, Richard L., 2001. "Bt Corn And Insect Resistance: An Economic Assessment Of Refuges," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(01), pages 1-19, July.
    4. Erik Lichtenberg & David Zilberman, 1986. "The Econometrics of Damage Control: Why Specification Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(2), pages 261-273.
    5. Michael E. Gray & Kevin L. Steffey, 2004. "A Composed-Error Model for Estimating Pest-Damage Functions and the Impact of the Western Corn Rootworm Soybean Variant in Illinois," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 332-344.
    6. Antweiler, Werner, 2001. "Nested random effects estimation in unbalanced panel data," Journal of Econometrics, Elsevier, vol. 101(2), pages 295-313, April.
    7. Atanu Saha & C. Richard Shumway & Arthur Havenner, 1997. "The Economics and Econometrics of Damage Control," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 773-785.
    8. H. Baltagi, Badi & Heun Song, Seuck & Cheol Jung, Byoung, 2001. "The unbalanced nested error component regression model," Journal of Econometrics, Elsevier, vol. 101(2), pages 357-381, April.
    9. Carlson, Gerald A. & Sappie, Glen & Hammig, Michael, 1989. "Economic Returns to Boll Weevil Eradication," Agricultural Economic Reports 308080, United States Department of Agriculture, Economic Research Service.
    10. Norwood, F. Bailey & Marra, Michele C., 2003. "Pesticide Productivity: Of Bugs and Biases," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 28(3), pages 1-15, December.
    11. Swamy, P A V B & Arora, S S, 1972. "The Exact Finite Sample Properties of the Estimators of Coefficients in the Error Components Regression Models," Econometrica, Econometric Society, vol. 40(2), pages 261-275, March.
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