IDEAS home Printed from https://ideas.repec.org/p/ihs/ihsesp/73.html
   My bibliography  Save this paper

The Effects of Dollar/Sterling Exchange Rate Volatility on Futures Markets for Coffee and Cocoa

Author

Listed:
  • Jumah, Adusei

    (Institute for Advanced Studies, Vienna)

  • Kunst, Robert M.

    (Institute for Advanced Studies, Vienna)

Abstract

The paper investigates the extent to which the dollar/sterling exchange rate fluctuations affect coffee and cocoa futures prices on the London LIFFE and the New York CSCE by means of multivariate GARCH models - under the assumption that traders in perfectly competitive markets have equal access to all available information on changes in weather and in global demand and supply conditions. In three out of the four investigated cases, exchange rate posed as a main source of risk for the commodity futures price. The significance and form of volatility spill-over effects of a bilateral exchange rate are shown to be specific for commodity and market. A forecasting comparison on the basis of the identified models suggests that possible gains in prediction accuracy may be small.

Suggested Citation

  • Jumah, Adusei & Kunst, Robert M., 1999. "The Effects of Dollar/Sterling Exchange Rate Volatility on Futures Markets for Coffee and Cocoa," Economics Series 73, Institute for Advanced Studies.
    • Handle: RePEc:ihs:ihsesp:73
    as

    Download full text from publisher

    File URL: http://www.ihs.ac.at/publications/eco/es-73.pdf
    File Function: First version, 1999
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Tyers,Rod & Anderson,Kym, 2011. "Disarray in World Food Markets," Cambridge Books, Cambridge University Press, number 9780521172318, September.
    2. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 1999. "The Distribution of Exchange Rate Volatility," New York University, Leonard N. Stern School Finance Department Working Paper Seires 99-059, New York University, Leonard N. Stern School of Business-.
    3. Carmen M. Reinhart & Peter Wickham, 1994. "Commodity Prices: Cyclical Weakness or Secular Decline?," IMF Staff Papers, Palgrave Macmillan, vol. 41(2), pages 175-213, June.
    4. Dominique Yves Dupont & Mr. V. Hugo Juan-Ramon, 1996. "Real Exchange Rates and Commodity Prices," IMF Working Papers 1996/027, International Monetary Fund.
    5. Morgan, C. W. & Rayner, A. J. & Ennew, C. T., 1994. "Price instability and commodity futures markets," World Development, Elsevier, vol. 22(11), pages 1729-1736, November.
    6. Angus Deaton & Guy Laroque, 1992. "On the Behaviour of Commodity Prices," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(1), pages 1-23.
    7. Clements,Michael & Hendry,David, 1998. "Forecasting Economic Time Series," Cambridge Books, Cambridge University Press, number 9780521632423, September.
    8. Marc Sáez & Robert M. Kunst, 1995. "ARCH patterns in cointegrated systems," Economics Working Papers 110, Department of Economics and Business, Universitat Pompeu Fabra.
    9. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    10. Bui, Nhuong & Pippenger, John, 1990. "Commodity prices, exchange rates and their relative volatility," Journal of International Money and Finance, Elsevier, vol. 9(1), pages 3-20, March.
    11. Chambers, Marcus J & Bailey, Roy E, 1996. "A Theory of Commodity Price Fluctuations," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 924-957, October.
    12. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    13. Elfakhani, Said & Wionzek, Ritchie J., 1997. "Intermarket spread opportunities between Canadian and American agricultural futures," International Review of Economics & Finance, Elsevier, vol. 6(4), pages 361-377.
    14. Nelson, Daniel B., 1990. "Stationarity and Persistence in the GARCH(1,1) Model," Econometric Theory, Cambridge University Press, vol. 6(3), pages 318-334, September.
    15. John T. Cuddington & Hong Liang, 1998. "Commodity Price Volatility Across Exchange Rate Regimes," International Finance 9802003, University Library of Munich, Germany, revised 11 May 1998.
    16. Holt, Matthew & Aradhyula, Satheesh V., 1990. "Price Risk in Supply Equations: An Application of Garch Time-Series Models to the U.S. Broiler Market," Staff General Research Papers Archive 276, Iowa State University, Department of Economics.
    17. Adusei Jumah & Sohbet Karbuz & Gerhard Runstler, 1999. "Interest rate differentials, market integration, and the efficiency of commodity futures markets," Applied Financial Economics, Taylor & Francis Journals, vol. 9(1), pages 101-108.
    18. Jeffrey C. Fuhrer, 1993. "Commodity prices, the term structure of interest rates, and exchange rates: useful indicators for monetary policy?," New England Economic Review, Federal Reserve Bank of Boston, issue Nov, pages 18-32.
    19. Sohbet Karbuz & Adusei Jumah, 1995. "Cointegration and commodity arbitrage," Agribusiness, John Wiley & Sons, Ltd., vol. 11(3), pages 235-243.
    20. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Stanislav Yugay & Linde Götz & Miranda Svanidze, 2024. "Impact of the Ruble exchange rate regime and Russia's war in Ukraine on wheat prices in Russia," Agricultural Economics, International Association of Agricultural Economists, vol. 55(2), pages 384-411, March.
    2. Oyinbo, O. & Rekwot, G. Z., 2014. "Econometric Analysis of the Nexus of Exchange Rate Deregulation and Agricultural Share of Gross Domestic Product in Nigeria," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 6(1), pages 1-7.
    3. Guillermo Benavides Peralesv & Francisco Venegas Martínez, 2022. "Impact of Exchange Rate Volatility on Agricultural Trade between the U.S. and Mexico (1990-2017)," Economía: teoría y práctica, Universidad Autónoma Metropolitana, México, vol. 56(1), pages 131-154, Enero-Jun.
    4. Roche, M. & McQuinn, K., 2003. "Efficient allocation of land in a decoupled world," Economics Department Working Paper Series n1190103, Department of Economics, National University of Ireland - Maynooth.
    5. Maurice J. Roche & Kieran McQuinn, 2003. "Grain price volatility in a small open economy," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 30(1), pages 77-98, March.
    6. Kepulaje Abhaya Kumar & Cristi Spulbar & Prakash Pinto & Iqbal Thonse Hawaldar & Ramona Birau & Jyeshtaraja Joisa, 2022. "Using Econometric Models to Manage the Price Risk of Cocoa Beans: A Case from India," Risks, MDPI, vol. 10(6), pages 1-18, June.
    7. Carcano, G. & Falbo, P. & Stefani, S., 2005. "Speculative trading in mean reverting markets," European Journal of Operational Research, Elsevier, vol. 163(1), pages 132-144, May.

    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. John T. Cuddington & Hong Liang, 1998. "Commodity Price Volatility Across Exchange Rate Regimes," International Finance 9802003, University Library of Munich, Germany, revised 11 May 1998.
    2. Matthew Kofi Ocran & Nicholas Biekpe, 2007. "The Role Of Commodity Prices In Macroeconomic Policy In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 75(2), pages 213-220, June.
    3. Jumah, Adusei & Kunst, Robert M., 2001. "The Effects of Exchange-Rate Exposures on Equity Asset Markets," Economics Series 94, Institute for Advanced Studies.
    4. Cuddington, John T. & Liang, Hong, "undated". "Will the Emergence of the Euro Affect World Commodity Prices?," WIDER Working Papers 295505, United Nations University, World Institute for Development Economic Research (UNU-WIDER).
    5. Franses,Philip Hans & Dijk,Dick van & Opschoor,Anne, 2014. "Time Series Models for Business and Economic Forecasting," Cambridge Books, Cambridge University Press, number 9780521520911, September.
    6. Christophe Gouel, 2012. "Agricultural Price Instability: A Survey Of Competing Explanations And Remedies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 129-156, February.
    7. Franses,Philip Hans & Dijk,Dick van, 2000. "Non-Linear Time Series Models in Empirical Finance," Cambridge Books, Cambridge University Press, number 9780521779654.
    8. Shekar Bose, 2001. "Price volatility of south-east fishery's quota species: an empirical analysis," International Economic Journal, Taylor & Francis Journals, vol. 18(3), pages 283-297.
    9. Chatrath, Arjun & Adrangi, Bahram & Dhanda, Kanwalroop Kathy, 2002. "Are commodity prices chaotic?," Agricultural Economics, Blackwell, vol. 27(2), pages 123-137, August.
    10. Walter Labys, 2005. "Commodity Price Fluctuations: A Century of Analysis," Working Papers Working Paper 2005-01, Regional Research Institute, West Virginia University.
    11. Tomek, William G. & Peterson, Hikaru Hanawa, 2000. "Risk Management in Agricultural Markets: A Survey," Staff Papers 121140, Cornell University, Department of Applied Economics and Management.
    12. Bollerslev, Tim, 2001. "Financial econometrics: Past developments and future challenges," Journal of Econometrics, Elsevier, vol. 100(1), pages 41-51, January.
    13. Athanasia Gavala & Nikolay Gospodinov & Deming Jiang, 2006. "Forecasting volatility," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 25(6), pages 381-400.
    14. Burton, Diana M. & Love, H. Alan, 1996. "A Review of Alternative Expectations Regimes in Commodity Markets: Specification, Estimation, and Hypothesis Testing Using Structural Models," Agricultural and Resource Economics Review, Cambridge University Press, vol. 25(2), pages 213-231, October.
    15. P. Kearns & A.R. Pagan, 1993. "Australian Stock Market Volatility: 1875–1987," The Economic Record, The Economic Society of Australia, vol. 69(2), pages 163-178, June.
    16. Andrea Bucci, 2020. "Realized Volatility Forecasting with Neural Networks," Journal of Financial Econometrics, Oxford University Press, vol. 18(3), pages 502-531.
    17. Harry-Paul Vander Elst, 2015. "FloGARCH: Realizing Long Memory and Asymmetries in Returns Valitility," Working Papers ECARES ECARES 2015-12, ULB -- Universite Libre de Bruxelles.
    18. Charles, Amélie, 2010. "The day-of-the-week effects on the volatility: The role of the asymmetry," European Journal of Operational Research, Elsevier, vol. 202(1), pages 143-152, April.
    19. Nour Meddahi, 2002. "A theoretical comparison between integrated and realized volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(5), pages 479-508.
    20. McMillan, David G. & Speight, Alan E. H., 2001. "Non-ferrous metals price volatility: a component analysis," Resources Policy, Elsevier, vol. 27(3), pages 199-207, September.

    More about this item

    Keywords

    Commodity markets; Multivariate GARCH models; Exchange rates; Volatility; Forecasting;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

    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:ihs:ihsesp:73. 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: Doris Szoncsitz (email available below). General contact details of provider: https://edirc.repec.org/data/deihsat.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.