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Futures Cross-Hedging with a Stationary Basis

Published online by Cambridge University Press:  26 October 2012

Stefan Ankirchner
Affiliation:
ankirchner@hcm.uni-bonn.de, Institute for Applied Mathematics, University of Bonn, Endenicher Allee 60, 53113 Bonn, Germany
Georgi Dimitroff
Affiliation:
dimitroff@gmail.com, DZ Bank AG, Platz der Republik, 60265 Frankfurt am Main, Germany
Gregor Heyne
Affiliation:
heyne@math.hu-berlin.de, Department of Mathematics, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany
Christian Pigorsch
Affiliation:
christian.pigorsch@uni-bonn.de, Department of Economics, University of Bonn,Adenauerallee 24-42, 53113 Bonn, Germany

Abstract

When managing risk, frequently only imperfect hedging instruments are at hand. We show how to optimally cross-hedge risk when the spread between the hedging instrument and the risk is stationary. For linear risk positions we derive explicit formulas for the hedge error, and for nonlinear positions we show how to obtain numerically efficient estimates. Finally, we demonstrate that even in cases with no clear-cut decision concerning the stationarity of the spread, it is better to allow for mean reversion of the spread rather than to neglect it.

Type
Research Articles
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2012

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References

Alexander, C.Optimal Hedging Using Cointegration.” Philosophical Transactions of the Royal Society A, 357 (1999), 20392058.CrossRefGoogle Scholar
Ankirchner, S., and Heyne, G.. “Cross Hedging with Stochastic Correlation.” Finance and Stochastics, 16 (2012), 1743.CrossRefGoogle Scholar
Ankirchner, S.; Imkeller, P.; and Dos Reis, G.. “Pricing and Hedging of Derivatives Based on Nontradable Underlyings.” Mathematical Finance, 20 (2010), 289312.CrossRefGoogle Scholar
Baillie, R. T. “Econometric Tests of Rationality and Market Efficiency.” Econometric Reviews, 8 (1989), 151186.CrossRefGoogle Scholar
Baillie, R. T., and Myers, R. J.. “Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge.” Journal of Applied Econometrics, 6 (1991), 109124.CrossRefGoogle Scholar
Black, F., and Scholes, M.. “The Pricing of Options and Corporate Liabilities.” Journal of Political Economy, 81 (1973), 637654.CrossRefGoogle Scholar
Brenner, R. J., and Kroner, K. F.. “Arbitrage, Cointegration, and Testing the Unbiasedness Hypothesis in Financial Markets.” Journal of Financial and Quantitative Analysis, 30 (1995), 2342.CrossRefGoogle Scholar
Casassus, J., and Collin-Dufresne, P.. “Stochastic Convenience Yield Implied from Commodity Futures and Interest Rates.” Journal of Finance, 60 (2005), 22832331.CrossRefGoogle Scholar
Cecchetti, S. G.; Cumby, R. E.; and Figlewski, S.. “Estimation of the Optimal Futures Hedge.” Review of Economics and Statistics, 70 (1988), 623630.CrossRefGoogle Scholar
Chan, K.A Further Analysis of the Lead-Lag Relationship between the Cash Market and Stock Index Futures Market.” Review of Financial Studies, 5 (1992), 123152.CrossRefGoogle Scholar
Cox, J. C.; Ingersoll, J. E.; and Ross, S. A.. “A Theory of the Term Structure of Interest Rates.” Econometrica, 53 (1985), 385407.CrossRefGoogle Scholar
Davis, M. H. A. “Optimal Hedging with Basis Risk.” In From Stochastic Calculus to Mathematical Finance, Kabanov, Y., Liptser, R., and Stoyanov, J., eds. Berlin: Springer (2006).Google Scholar
Duffie, D., and Richardson, H. R.. “Mean-Variance Hedging in Continuous Time.” Annals of Applied Probability, 1 (1991), 115.CrossRefGoogle Scholar
Engle, R. F., and Granger, C. W. J.. “Co-Integration and Error Correction: Representation, Estimation, and Testing.” Econometrica, 55 (1987), 251276.CrossRefGoogle Scholar
Föllmer, H., and Sondermann, D.. “Hedging of Non-Redundant Contingent Claims.” In Contributions to Mathematical Economics, Mas-Colell, A. and Hildenbrand, W., eds. Amsterdam: North-Holland (1986).Google Scholar
Granger, C. W. J. “Some Properties of Time Series Data and Their Use in Econometric Model Specification.” Journal of Econometrics, 16 (1981), 121130.CrossRefGoogle Scholar
Heston, S. L. “A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options.” Review of Financial Studies, 6 (1993), 327343.CrossRefGoogle Scholar
Howard, C. T., and D’Antonio, L. J.. “Multiperiod Hedging Using Futures: A Risk Minimization Approach in the Presence of Autocorrelation.” Journal of Futures Markets, 11 (1991), 697710.CrossRefGoogle Scholar
Hull, J. C. Options, Futures, and Other Derivatives, 7th ed.Upper Saddle River, NJ: Prentice Hall (2008).Google Scholar
Hulley, H., and McWalter, T. A.. “Quadratic Hedging of Basis Risk.” Research Paper Series 225, Quantitative Finance Research Centre, University of Technology, Sydney (2008).Google Scholar
Karatzas, I., and Shreve, S. E.. Brownian Motion and Stochastic Calculus, 2nd ed.Berlin: Springer (1991).Google Scholar
Kawaller, I. G.; Koch, P. D.; and Koch, T. W.. “The Temporal Price Relationship between S&P 500 Futures and the S&P 500 Index.” Journal of Finance, 42 (1987), 13091329.CrossRefGoogle Scholar
Lien, D.Optimal Hedging and Spreading in Cointegrated Markets.” Economics Letters, 40 (1992), 9195.CrossRefGoogle Scholar
Lien, D.Cointegration and the Optimal Hedge Ratio: The General Case.” Quarterly Review of Economics and Finance, 44 (2004), 654658.CrossRefGoogle Scholar
Lien, D., and Luo, X.. “Estimating Multiperiod Hedge Ratios in Cointegrated Markets.” Journal of Futures Markets, 13 (1993), 909920.CrossRefGoogle Scholar
Monoyios, M.Performance of Utility-Based Strategies for Hedging Basis Risk.” Quantitative Finance, 4 (2004), 245255.CrossRefGoogle Scholar
Musiela, M., and Zariphopoulou, T.. “An Example of Indifference Prices under Exponential Preferences.” Finance and Stochastics, 8 (2004), 229239.CrossRefGoogle Scholar
Ng, V. K., and Pirrong, S. C.. “Price Dynamics in Refined Petroleum Spot and Futures Markets.” Journal of Empirical Finance, 2 (1996), 359388.CrossRefGoogle Scholar
Schwartz, E. S. “The Stochastic Behavior of Commodity Prices: Implications for Valuation and Hedging.” Journal of Finance, 52 (1997), 923973.CrossRefGoogle Scholar
Schweizer, M.Mean-Variance Hedging for General Claims.” Annals of Applied Probability, 2 (1992), 171179.CrossRefGoogle Scholar
Schweizer, M.Local Risk-Minimization for Multidimensional Assets and Payment Streams.” In Advances in Mathematics of Finance, Stettner, Ł., ed. Warsaw: Banach Center Publications (2008).Google Scholar
Stoll, H. R., and Whaley, R. E.. “The Dynamics of Stock Index and Stock Index Futures Returns.” Journal of Financial and Quantitative Analysis, 25 (1990), 441468.CrossRefGoogle Scholar