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The Single Index Market Model In Agriculture

Author

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  • Gempesaw, Conrado M., II
  • Tambe, A.M.
  • Nayga, Rodolfo M., Jr.
  • Toensmeyer, Ulrich C.

Abstract

This study illustrates the differences in empirical results due to data measurements and estimating procedures when applying the single index market model in agriculture. Gross and net return betas along with systematic and unsystematic risk proportions are estimated and found to be different. The stochastic coefficients model is used to show the difference in beta-risk estimates compared with the traditional fixed coefficients OLS procedure. A third estimating technique, weighted least squares/Prais Winsten method, is also proposed.

Suggested Citation

  • Gempesaw, Conrado M., II & Tambe, A.M. & Nayga, Rodolfo M., Jr. & Toensmeyer, Ulrich C., 1988. "The Single Index Market Model In Agriculture," Northeastern Journal of Agricultural and Resource Economics, Northeastern Agricultural and Resource Economics Association, vol. 17(2), pages 1-9, October.
    • Handle: RePEc:ags:nejare:28834
    DOI: 10.22004/ag.econ.28834
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    1. S. R. Johnson, 1967. "A Re-examination of the Farm Diversification Problem," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 49(3), pages 610-621.
    2. Lopez-Pereira, Miguel A. & Lowenberg-DeBoer, J. & Baker, Timothy G., 1987. "Diversification Oppertunities For Hog Producers: A Single-Index Model Application," 1987 Annual Meeting, August 2-5, East Lansing, Michigan 269989, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. Peter J. Barry & David R. Willmann, 1976. "A Risk-Programming Analysis of Forward Contracting with Credit Constraints," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 58(1), pages 62-70.
    4. Anderson, Jock R. & Dillon, John L. & Hardaker, Brian, 1977. "Agricultural Decision Analysis," Monographs: Applied Economics, AgEcon Search, number 288652, July.
    5. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    6. Anderson, Jock R. & Feder, Gershon, 2007. "Agricultural Extension," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 3, chapter 44, pages 2343-2378, Elsevier.
    7. Swamy, P. A. V. B. & Tinsley, P. A., 1980. "Linear prediction and estimation methods for regression models with stationary stochastic coefficients," Journal of Econometrics, Elsevier, vol. 12(2), pages 103-142, February.
    8. Robert A. Collins & Peter J. Barry, 1986. "Risk Analysis with Single-Index Portfolio Models: An Application to Farm Planning," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 152-161.
    9. John T. Scott & Chester B. Baker, 1972. "A Practical Way to Select an Optimum Farm Plan Under Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 54(4_Part_1), pages 657-660.
    10. R. W. Hutchinson & D. G. McKillop, 1988. "Risk Analysis with Single-Index Portfolio Models: An Application to Farm Planning: Comment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(1), pages 192-194.
    11. Arthur B. Kennickell & P. A. V. B. Swamy & Peter Von zur Muehlen, 1986. "Forecasting money demand with econometric models," Special Studies Papers 196, Board of Governors of the Federal Reserve System (U.S.).
    12. Persaud, Tillak & Mapp, Harry P. Jr., 1979. "Effects Of Alternative Measures Of Dispersion On Risk Efficient Farm Plans In A Motad Framework," 1979 Annual Meeting, July 29-August 1, Pullman, Washington 278200, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Roger K. Conway & Charles B. Hallahan & Richard P. Stillman & Paul T. Prentice, 1990. "Forecasting livestock prices: Fixed and stochastic coefficients estimation comparisons," Agribusiness, John Wiley & Sons, Ltd., vol. 6(1), pages 15-32.
    14. Conway, Roger K. & Hallahan, Charles B. & Stillman, Richard P. & Prentice, Paul T., 1987. "Forecasting livestock prices: fixed and stochastic coefficients estimation," Technical Bulletins 312275, United States Department of Agriculture, Economic Research Service.
    15. Bos, T & Newbold, P, 1984. "An Empirical Investigation of the Possibility of Stochastic Systematic Risk in the Market Model," The Journal of Business, University of Chicago Press, vol. 57(1), pages 35-41, January.
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    1. repec:ags:aoeisl:170464 is not listed on IDEAS
    2. Turvey, Calum Greig, 1990. "An Application Of The Single Index Model To Regional And Farm Level Risk Analysis," 1990 Annual meeting, August 5-8, Vancouver, Canada 270859, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. Amegbeto, Koffi N. & Featherstone, Allen M., 1990. "Systematic and Unsystematic Risk Costs for Southeastern Kansas Farm Enterprises," Staff Papers 118181, Kansas State University, Department of Agricultural Economics.
    4. Blank, Steven C., 1993. "The Robustness Of Single Index Models In Crop Markets: A Multiple Index Model Test: Reply," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-6, July.
    5. Toth, Marian & Lancaric, Drahoslav & Piterkova, Andrea & Savov, Radovan & Rabek, Tomas, 2014. "Measuring Systematic Risk Of Unquoted Agricultural Farms," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 17(1), March.
    6. Turvey, Calum Greig, 1990. "An Application of the Single Index Model to Regional and Farm Level Risk Analysis," Department of Agricultural Economics and Business 258662, University of Guelph.
    7. Xu, Feng & Prato, Tony & Lin, Cho-Min, 1994. "Evaluation of Risk for Alternative Farming Systems in Missouri," Miscellaneous Reports 257807, University of Missouri Columbia, Department of Agricultural Economics.
    8. Tóth, M. & Lančarič, D. & Piterková, A. & Savov, R., 2014. "Systematic Risk in Agriculture: A Case of Slovakia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 6(4), pages 1-9, December.
    9. Blank, Steven C., 1990. "Returns To Limited Crop Diversification," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 15(2), pages 1-9, December.
    10. Amegbeto, Koffi N. & Featherstone, Allen M., 1992. "Risk Costs And The Choice Of Market Return Index," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 17(1), pages 1-8, July.
    11. Turvey, Calum G. & Baker, Timothy G., 1990. "A Pedagogic Review of the Efficient Set Mathematics Applied to Farm Operating Risk," Department of Agricultural Economics and Business 258630, University of Guelph.

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