Hostname: page-component-586b7cd67f-t7fkt Total loading time: 0 Render date: 2024-11-22T14:59:24.238Z Has data issue: false hasContentIssue false

Pricing of Forwards and Options in a Multivariate Non-Gaussian Stochastic Volatility Model for Energy Markets

Published online by Cambridge University Press:  22 February 2016

F. E. Benth*
Affiliation:
University of Oslo
L. Vos*
Affiliation:
University of Oslo and University of Agder
*
Postal address: Centre of Mathematics for Applications, University of Oslo, PO Box 1053, Blindern, N-0316 Oslo, Norway.
Postal address: Centre of Mathematics for Applications, University of Oslo, PO Box 1053, Blindern, N-0316 Oslo, Norway.
Rights & Permissions [Opens in a new window]

Abstract

Core share and HTML view are not available for this content. However, as you have access to this content, a full PDF is available via the ‘Save PDF’ action button.

In Benth and Vos (2013) we introduced a multivariate spot price model with stochastic volatility for energy markets which captures characteristic features, such as price spikes, mean reversion, stochastic volatility, and inverse leverage effect as well as dependencies between commodities. In this paper we derive the forward price dynamics based on our multivariate spot price model, providing a very flexible structure for the forward curves, including contango, backwardation, and hump shape. Moreover, a Fourier transform-based method to price options on the forward is described.

Type
General Applied Probability
Copyright
© Applied Probability Trust 

References

Andresen, A., Benth, F. E., Koekebakker, S. and Zakamouline, V. (2011). The CARMA interest rate model. In preparation.Google Scholar
Barndorff-Nielsen, O. E. and Shephard, N. (2001). Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in economics. J. R. Statist. Soc. B 63, 167241.CrossRefGoogle Scholar
Barndorff-Nielsen, O. E. and Stelzer, R. (2007). Positive-definite matrix processes of finite variation. Prob. Math. Statist. 27, 343.Google Scholar
Barndorff-Nielsen, O. E., Pedersen, J. and Sato, K.-I. (2001). Multivariate subordination, self-decompos- ability and stability. Adv. Appl. Prob. 33, 160187.Google Scholar
Benth, F. E. (2011). The stochastic volatility model of Barndorff-Nielsen and Shephard in commodity markets. Math. Finance 21, 595625.Google Scholar
Benth, F. E. and Vos, L. (2013). Cross-commodity spot price modeling with stochastic volatility and leverage for energy markets. Adv. Appl. Prob. 45, 545571.Google Scholar
Benth, F. E., Šaltytė Benth, J. and Koekebakker, S. (2008). Stochastic Modelling of Electricity and Related Markets. World Scientific, Hackensack, NJ.Google Scholar
Carr, P. and Madan, D. B. (1999). Option valuation using the fast Fourier transform. J. Comput. Finance 2, 6173.Google Scholar
Duffie, D. (1992). Dynamic Asset Pricing Theory. Princeton University Press, Princeton.Google Scholar
Folland, G. B. (1984). Real Analysis. John Wiley, New York.Google Scholar
Geman, H. (2005). Commodities and Commodity Derivatives. John Wiley, Chichester.Google Scholar
Horn, R. A. and Johnson, C. R. (1985). Matrix analysis. Cambridge University Press.Google Scholar
Hurd, T. R. and Zhou, Z. (2009). A Fourier transform method for spread option pricing. SIAM J. Financial Math. 1, 142157.Google Scholar
Ikeda, N. and Watanabe, S. (1981). Stochastic Differential Equations and Diffusion Processes. North-Holland, Amsterdam.Google Scholar
Karatzas, I. and Shreve, S. E. (1991). Brownian Motion and Stochastic Calculus. Springer, New York.Google Scholar
Pigorsch, C. and Stelzer, R. (2009). A multivariate Ornstein-Uhlenbeck type stochastic volatility model. Eprint. Available at http://www-m4.ma.tum.de.Google Scholar
Protter, P. (1990). Stochastic Integration and Differential Equations. Springer, Berlin.Google Scholar
Schwartz, E. S. (1997). The stochastic behavior of commodity prices: implications for valuation and hedging. J. Finance 52, 923973.Google Scholar
Shiryaev, A. N. (1999). Essentials of Stochastic Finance. World Scientific, River Edge, NJ.Google Scholar
Trolle, A. B. and Schwartz, E. S. (2009). Unspanned stochastic volatility and the pricing of commodity derivatives. Rev. Financial Studies 22, 44234461.Google Scholar