IDEAS home Printed from https://ideas.repec.org/p/ags/n13414/285816.html

Return and Risk Performance of Basis Strategy: A Case Study of Illinois Corn and Soybeans, 1975-2012 Crop Years

Author

Listed:
  • Kim, Sanghyo
  • Zulauf, Carl

Abstract

The study examines if a storage strategy based on the cash-futures basis (the basis strategy) has been profitable over the 1975-2012 crop years for Illinois corn and soybeans. The study first examines the means and standard deviations of annual net storage returns obtained from hedged and unhedged storage when routinely storing each year and when using the basis strat- egy. For both the period of higher commodity prices since 2005 and the pre-2006 period, the basis strategy is found to (1) improve net returns to hedged but not unhedged storage and (2) lower the return risk for both hedged and unhedged storage. Previous studies have not exam- ined the basis strategy's impact on the return risk for unhedged storage. To further investigate the performance of the basis strategy in these two periods, the performance of the expected net return to storage in forecasting the observed net storage return is examined. Given the panel structure of the data, a Fixed E_x000B_ects (FE) model was chosen to estimate since the re- gion speci_x000C_c e_x000B_ects are of interest. However, signi_x000C_cant cross-equation correlations are found in the disturbances, a characteristic not investigated in previous studies. Thus, a Fixed E_x000B_ects (FE) Panel Seemingly Unrelated Regressions (PSUR) is estimated. Forecast performance of the observed net storage return by the expected net storage return was found to be unbiased in the pre-2006 period. Forecast performance deteriorated somewhat in the post-2006 period as some forecasts were found to be biased. The decline in forecast performance is consistent with during some of the years since 2006.

Suggested Citation

  • Kim, Sanghyo & Zulauf, Carl, 2014. "Return and Risk Performance of Basis Strategy: A Case Study of Illinois Corn and Soybeans, 1975-2012 Crop Years," 2014 Conference, April 21-22, 2014, St. Louis, Missouri 285816, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
  • Handle: RePEc:ags:n13414:285816
    DOI: 10.22004/ag.econ.285816
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/285816/files/Kim_Zulauf_Roberts_NCCC-134_2014.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.285816?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. Sergey V. Chernenko, 2004. "The information content of forward and futures prices: market expectations and the price of risk," International Finance Discussion Papers 808, Board of Governors of the Federal Reserve System (U.S.).
    2. Trevor A. Reeve & Robert J. Vigfusson, 2011. "Evaluating the forecasting performance of commodity futures prices," International Finance Discussion Papers 1025, Board of Governors of the Federal Reserve System (U.S.).
    3. B. Wade Brorsen, 1989. "Liquidity costs and scalping returns in the corn futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 9(3), pages 225-236, June.
    4. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    5. Hayenga, Marvin L. & Jiang, Bingrong, 1997. "Corn and Soybean Basis Behavior and Forecasting: Fundamental and Alternative Approaches," Staff General Research Papers Archive 10400, Iowa State University, Department of Economics.
    6. Hatchett, Robert B. & Brorsen, B. Wade & Anderson, Kim B., 2010. "Optimal Length of Moving Average to Forecast Futures Basis," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(01), pages 1-16.
    7. Taylor, Mykel R. & Dhuyvetter, Kevin C. & Kastens, Terry L., 2004. "Incorporating Current Information Into Historical-Average-Based Forecasts To Improve Crop Price Basis Forecasts," 2004 Conference, April 19-20, 2004, St. Louis, Missouri 19022, NCR-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    8. Mr. David A Reichsfeld & Mr. Shaun K. Roache, 2011. "Do Commodity Futures Help Forecast Spot Prices?," IMF Working Papers 2011/254, International Monetary Fund.
    9. William G. Tomek, 1997. "Commodity Futures Prices as Forecasts," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 19(1), pages 23-44.
    10. Thompson, Sarahelen R. & Waller, Mark L., 1987. "The Execution Cost of Trading in Commodity Futures Markets," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 20(2), pages 1-24.
    11. Menzie D. Chinn & Michael LeBlanc & Olivier Coibion, 2005. "The Predictive Content of Energy Futures: An Update on Petroleum, Natural Gas, Heating Oil and Gasoline," NBER Working Papers 11033, National Bureau of Economic Research, Inc.
    12. Jiang, Bingrong & Hayenga, Marvin, 1997. "Corn and Soybean Basis Behavior and Forecasting: Fundamental and Alternative Approaches," 1981-1999 Conference Archive 285704, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    13. Irwin, Scott H. & Garcia, Philip & Good, Darrel L. & Kunda, Eugene L., 2008. "Recent Convergence Performance of CBOT Corn, Soybean, and Wheat Futures Contracts," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 23(2), pages 1-6.
    14. Richard G. Heifner, 1966. "The Gains from Basing Grain Storage Decisions on Cash-Future Spreads," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 48(5), pages 1490-1495.
    15. Kahl, Kandice H. & Tomek, William G., 1986. "Forward-Pricing Models for Futures Markets: Some Statistical and Interpretative Issues," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 20(01), pages 1-16.
    16. Carl R. Zulauf & Scott H. Irwin, 1998. "Market Efficiency and Marketing to Enhance Income of Crop Producers," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 20(2), pages 308-331.
    17. Jiang, Bingrong, 1997. "Corn and soybean basis behavior and forecasting: fundamental and alternative approaches," ISU General Staff Papers 1997010108000013213, Iowa State University, Department of Economics.
    18. Kastens, Terry L. & Dhuyvetter, Kevin, 1999. "Post-Harvest Grain Storing and Hedging with Efficient Futures," 1981-1999 Conference Archive 285761, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    19. Kastens, Terry L. & Schroeder, Ted C., 1996. "Efficiency Tests Of July Kansas City Wheat Futures," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 21(2), pages 1-12, December.
    20. Robert Krol, 2014. "Forecast Bias of Government Agencies," Cato Journal, Cato Journal, Cato Institute, vol. 34(1), pages 99-112, Winter.
    21. Kastens, Terry L. & Dhuyvetter, Kevin C., 1999. "Post-Harvest Grain Storing And Hedging With Efficient Futures," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(2), pages 1-24, December.
    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. Kim, Sanghyo & Zulauf, Carl & Roberts, Matthew, 2015. "Forecasting Returns to Storage: The Role of Factors other than the Basis Strategy," 2015 Conference, April 20-21, 2015, St. Louis, Missouri 285828, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    2. Dhuyvetter, Kevin C. & Kastens, Terry L., 1998. "Forecasting Crop Basis: Practical Alternatives," 1981-1999 Conference Archive 285711, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    3. Kastens, Terry L. & Dhuyvetter, Kevin C., 1998. "Post-harvest Grain Marketing with Efficient Futures," 1981-1999 Conference Archive 285731, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    4. Carl R. Zulauf & Scott H. Irwin, 1998. "Market Efficiency and Marketing to Enhance Income of Crop Producers," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 20(2), pages 308-331.
    5. Payne, Nicholas & Karali, Berna, 2015. "Can Cattle Basis Forecasts Be Improved? A Bayesian Model Averaging Approach," 2015 Conference, April 20-21, 2015, St. Louis, Missouri 285826, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    6. Kastens, Terry L. & Dhuyvetter, Kevin, 1999. "Post-Harvest Grain Storing and Hedging with Efficient Futures," 1981-1999 Conference Archive 285761, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    7. Bullock, Shaina S. & Bullock, David W. & Wilson, William W., 2023. "Short-Term Factors Influencing Corn Export Basis Values in the Pre- and Post-COVID Periods: A Comparison of Econometric and Machine Learning Approaches," 2023 Conference, April 24-25, 2023, St. Louis, Missouri 379019, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    8. Kastens, Terry L. & Dhuyvetter, Kevin C., 1999. "Post-Harvest Grain Storing And Hedging With Efficient Futures," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(2), pages 1-24, December.
    9. Sanders, Daniel J. & Baker, Timothy G., 2012. "Forecasting Corn and Soybean Basis Using Regime-Switching Models," 2012 Conference, April 16-17, 2012, St. Louis, Missouri 285765, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    10. Markos Farag, Stephen Snudden, Greg Upton, 2024. "Can Futures Prices Predict the Real Price of Primary Commodities?," LCERPA Working Papers jc0145, Laurier Centre for Economic Research and Policy Analysis, revised 2024.
    11. Song, Wenxing & Fortenbery, T. Randall, 2017. "Forecasting Hard Red Winter and Soft White Wheat Basis in Washington State," 2017 Conference, April 24-25, 2017, St. Louis, Missouri 285875, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    12. Parcell, Joe & Schroeder, Ted & Kastens, Terry, 1998. "Perceptions of Marketing Efficiency and Strategies: Research vs. Extension Marketing Economists," 1981-1999 Conference Archive 285714, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    13. Park, Cheol-Ho & Irwin, Scott H., 2004. "The Profitability Of Technical Trading Rules In Us Futures Markets: A Data Snooping Free Test," 2004 Conference, April 19-20, 2004, St. Louis, Missouri 19011, NCR-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    14. Onel, Gulcan & Karali, Berna, 2014. "Relative Performance of Semi-Parametric Nonlinear Models in Forecasting Basis," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169795, Agricultural and Applied Economics Association.
    15. Lewis T. Cunningham & B. Wade Brorsen & Kim B. Anderson & Emílio Tostão, 2008. "Gender differences in marketing styles," Agricultural Economics, International Association of Agricultural Economists, vol. 38(1), pages 1-7, January.
    16. Taylor, Mykel R. & Dhuyvetter, Kevin C. & Kastens, Terry L., 2006. "Forecasting Crop Basis Using Historical Averages Supplemented with Current Market Information," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(3), pages 1-19, December.
    17. Tomek, William G., 1996. "Commodity Futures Prices As Forecasts," Working Papers 127901, Cornell University, Department of Applied Economics and Management.
    18. Joao Martines-Filho, 2006. "The Performance of Agricultural Market Advisory Services in Corn and Soybeans," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 162-181.
    19. Zulauf, Carl & Kim, Sanghyo, 2020. "U.S. Market Net Return and Risk to Storing Corn and Soybeans, 1974–2017," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2020.
    20. Flores, Ivan & Janzen, Joseph, 2023. "Physical and Economic Distance in US Soybean Markets," 2023 Conference, April 24-25, 2023, St. Louis, Missouri 379024, NCR-134/ NCCC-134 Applied Commodity Price Analysis, Forecasting, and Market Risk Management.

    More about this item

    Keywords

    ;

    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:n13414:285816. 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: http://www.farmdoc.illinois.edu/nccc134/ .

    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.