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Implications of alternative stochastic processes for investment in agricultural technologies

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  • Murat Isik

Abstract

Considerable research and analyses exist concerning applying the option value to investment decisions. A model has been developed to examine the extent to which two alternative stochastic processes, geometric Brownian motion (GBM) and mean reversion, have impacts on investment decisions. The results show that the impacts of uncertainty and irreversibility on investment decisions differ under GBM and mean reversion. Studies that assume the returns evolve as GBM without drift would overestimate the value of the investment opportunity, while they would underestimate it if they assume the returns follow GBM with drift. The magnitude of error one could make by using GBM when the returns follow mean reversion is high.

Suggested Citation

  • Murat Isik, 2006. "Implications of alternative stochastic processes for investment in agricultural technologies," Applied Economics Letters, Taylor & Francis Journals, vol. 13(1), pages 21-27.
    • Handle: RePEc:taf:apeclt:v:13:y:2006:i:1:p:21-27
    DOI: 10.1080/13504850500378205
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    1. Margaret Forsyth, 2000. "On estimating the option value of preserving a wilderness area," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(2), pages 413-434, May.
    2. John Y. Campbell & N. Gregory Mankiw, 1987. "Are Output Fluctuations Transitory?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(4), pages 857-880.
    3. G. M. Grossman & K. Rogoff (ed.), 1995. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 3, number 3.
    4. Price, T. Jeffrey & Wetzstein, Michael E., 1999. "Irreversible Investment Decisions In Perennial Crops With Yield And Price Uncertainty," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(01), pages 1-13, July.
    5. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    6. Janis M. Carey & David Zilberman, 2002. "A Model of Investment under Uncertainty: Modern Irrigation Technology and Emerging Markets in Water," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 171-183.
    7. Murat Isik & Madhu Khanna, 2003. "Stochastic Technology, Risk Preferences, and Adoption of Site-Specific Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 305-317.
    8. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    9. Khanna, Madhu & Isik, Murat & Winter-Nelson, Alex, 2000. "Investment in site-specific crop management under uncertainty: implications for nitrogen pollution control and environmental policy," Agricultural Economics, Blackwell, vol. 24(1), pages 9-21, December.
    10. Froot, Kenneth A. & Rogoff, Kenneth, 1995. "Perspectives on PPP and long-run real exchange rates," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 32, pages 1647-1688, Elsevier.
    11. Alex Winter-Nelson & Koffi Amegbeto, 1998. "Option Values to Conservation and Agricultural Price Policy: Application to Terrace Construction in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(2), pages 409-418.
    12. Isik, Murat & Khanna, Madhu & Winter-Nelson, Alex, 2001. "Sequential Investment In Site-Specific Crop Management Under Output Price Uncertainty," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(01), pages 1-18, July.
    13. Lund Diderik, 1993. "The Lognormal Diffusion Is Hardly an Equilibrium Price Process for Exhaustible Resources," Journal of Environmental Economics and Management, Elsevier, vol. 25(3), pages 235-241, November.
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