IDEAS home Printed from https://ideas.repec.org/p/ags/wisagr/92127.html
   My bibliography  Save this paper

Unbalanced Nested Component Error Model and the Value of Soil Insecticide and Bt Corn for Controlling Western Corn Rootworm

Author

Listed:
  • Yang, Juan
  • Mitchell, Paul D.
  • Gray, Michael E.
  • Steffey, Kevin L.

Abstract

We describe four recently developed panel data estimators for unbalanced and nested data, a common problem for economic and experimental data. We estimate a western corn rootworm damage function with each estimator, including separate parameters for random effects from year, location, and experimental errors. We then use each estimator to assess the cost of the western corn rootworm soybean variant and the net benefit of soil insecticide and Bt corn for controlling this pest. At current prices, we find that soil insecticide generates a net loss ranging about $0.50-$3.25/ac, while Bt corn generates a net benefit ranging $2.50-$7.00/ac.

Suggested Citation

  • Yang, Juan & Mitchell, Paul D. & Gray, Michael E. & Steffey, Kevin L., 2007. "Unbalanced Nested Component Error Model and the Value of Soil Insecticide and Bt Corn for Controlling Western Corn Rootworm," Staff Papers 92127, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
  • Handle: RePEc:ags:wisagr:92127
    DOI: 10.22004/ag.econ.92127
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/92127/files/stpap510.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.92127?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Babcock, Bruce A. & Choi, E. Kwan & Feinerman, Eli, 1993. "Risk And Probability Premiums For Cara Utility Functions," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-8, July.
    2. Alston, Julian M. & Hyde, Jeffrey & Marra, Michele C. & Mitchell, Paul D., 2003. "An Ex Ante Analysis of the Benefits from the Adoption of Corn Rootworm Resistant, Transgenic Corn Technology," 2003 Conference (47th), February 12-14, 2003, Fremantle, Australia 57828, Australian Agricultural and Resource Economics Society.
    3. J. K. Horowitz & E. Lichtenberg, 1994. "Risk‐Reducing And Risk‐Increasing Effects Of Pesticides," Journal of Agricultural Economics, Wiley Blackwell, vol. 45(1), pages 82-89, January.
    4. 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.
    5. Coble, Keith H. & Heifner, Richard G. & Zuniga, Manuel, 2000. "Implications Of Crop Yield And Revenue Insurance For Producer Hedging," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 25(2), pages 1-21, December.
    6. Baltagi, Badi H. & Chang, Young-Jae, 1994. "Incomplete panels : A comparative study of alternative estimators for the unbalanced one-way error component regression model," Journal of Econometrics, Elsevier, vol. 62(2), pages 67-89, June.
    7. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    8. 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.
    9. Viliam Druska & William C. Horrace, 2004. "Generalized Moments Estimation for Spatial Panel Data: Indonesian Rice Farming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 185-198.
    10. 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.
    11. Mitchell, Paul D., 2002. "Yield Benefit Of Corn Event Mon 863," Faculty Paper Series 23978, Texas A&M University, Department of Agricultural Economics.
    12. Antweiler, Werner, 2001. "Nested random effects estimation in unbalanced panel data," Journal of Econometrics, Elsevier, vol. 101(2), pages 295-313, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yang, Juan & Mitchell, Paul D. & Gray, Michael & Steffey, Kevin, 2007. "Unbalanced Nested Component Error Model and the Value of Soil Insecticide and Bt Corn for Controlling Western Corn Rootworm," Staff Paper Series 510, University of Wisconsin, Agricultural and Applied Economics.
    2. Fadhuile, A., 2018. "Can we explain pesticide price trend by the regulation changes ?," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277112, International Association of Agricultural Economists.
    3. 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).
    4. Baltagi, Badi H. & Pirotte, Alain, 2014. "Prediction in a spatial nested error components panel data model," International Journal of Forecasting, Elsevier, vol. 30(3), pages 407-414.
    5. van Mellor, Thuy & Alexander, Corinne E. & Bledsoe, Larry & Krupke, Christian, 2006. "An Economic Analysis of Control of the Western Corn Rootworm Variant across Indiana," 2006 Annual meeting, July 23-26, Long Beach, CA 21264, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Mitchell, Paul D. & Knight, Thomas O., 2008. "Economic Analysis of Supplemental Deductible Coverage as Recommended in the USDA's 2007 Farm Bill Proposal," Agricultural and Resource Economics Review, Cambridge University Press, vol. 37(1), pages 117-131, April.
    7. Mitchell, Paul D. & Zhu, En (John), 2003. "Moral Hazard And Bt Corn Refuge," 2003 Annual meeting, July 27-30, Montreal, Canada 22113, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Antweiler, Werner, 2001. "Nested random effects estimation in unbalanced panel data," Journal of Econometrics, Elsevier, vol. 101(2), pages 295-313, April.
    9. Davis, Peter, 2002. "Estimating multi-way error components models with unbalanced data structures," Journal of Econometrics, Elsevier, vol. 106(1), pages 67-95, January.
    10. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
    11. 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.
    12. Badi H. Baltagi & Georges Bresson & Jean‐Michel Etienne, 2015. "Hedonic Housing Prices in Paris: An Unbalanced Spatial Lag Pseudo‐Panel Model with Nested Random Effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(3), pages 509-528, April.
    13. Hamid Beladi & Nicholas S. P. Tay & Reza Oladi, 2011. "On Competition for Listings," Working Papers 0003, College of Business, University of Texas at San Antonio.
    14. Béatrice D'HOMBRES & Jean-Louis ARCAND, 2006. "Testing for Separation in Agricultural Household Models and Unobservable Household-Specific Effects," Working Papers 200632, CERDI.
    15. Baltagi, Badi H. & Fingleton, Bernard & Pirotte, Alain, 2014. "Spatial lag models with nested random effects: An instrumental variable procedure with an application to English house prices," Journal of Urban Economics, Elsevier, vol. 80(C), pages 76-86.
    16. Vedenov, Dmitry V. & Power, Gabriel J., 2008. "Risk-Reducing Effectiveness of Revenue versus Yield Insurance in the Presence of Government Payments," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(2), pages 443-459, August.
    17. Stefan Hochguertel & Henry Ohlsson, 2009. "Compensatory inter vivos gifts," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 993-1023.
    18. Hitzhusen, Frederick J. & Jeanty, Pierre Wilner, 2006. "Analyzing the Effects of Conflicts on Food Security in Developing Countries: An Instrumental Variable Panel Data Approach," 2006 Annual meeting, July 23-26, Long Beach, CA 21483, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    19. Badi Baltagi & Seuck Heun Song & Byoung Cheol Jung, 2002. "Simple Lm Tests For The Unbalanced Nested Error Component Regression Model," Econometric Reviews, Taylor & Francis Journals, vol. 21(2), pages 167-187.
    20. Seo, Sangtaek & Mitchell, Paul D. & Leatham, David J., 2004. "Effects Of Federal Risk Management Programs On Land Allocation And Input Use," 2004 Annual meeting, August 1-4, Denver, CO 20160, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

    More about this item

    Keywords

    Research Methods/ Statistical Methods;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:wisagr:92127. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/dauwius.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.