Fang, Fang and Oosterlee, Kees (2008): A NOVEL PRICING METHOD FOR EUROPEAN OPTIONS BASED ON FOURIER-COSINE SERIES EXPANSIONS.
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Abstract
Here we develop an option pricing method for European options based on the Fourier-cosine series, and call it the COS method. The key insight is in the close relation of the characteristic function with the series coefficients of the Fourier-cosine expansion of the density function. In most cases, the convergence rate of the COS method is exponential and the computational complexity is linear. Its range of application covers different underlying dynamics, including L\'evy processes and Heston stochastic volatility model, and various types of option contracts. We will present the method and its applications in two separate parts. The first one is this paper, where we deal with European options in particular. In a follow-up paper we will present its application to options with early-exercise features.
Item Type: | MPRA Paper |
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Original Title: | A NOVEL PRICING METHOD FOR EUROPEAN OPTIONS BASED ON FOURIER-COSINE SERIES EXPANSIONS |
Language: | English |
Keywords: | option pricing, European options, Fourier-cosine expansion |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G13 - Contingent Pricing ; Futures Pricing |
Item ID: | 8914 |
Depositing User: | Fang Fang |
Date Deposited: | 30 May 2008 22:20 |
Last Modified: | 26 Sep 2019 16:12 |
References: | Almendral A. and Oosterlee C.W., Accurate evaluation of European and American options under the CGMY process.}, SIAM J. Sci. Comput. 29: 93-117, 2007. Andricopoulos A.D., Widdicks M., Duck P.W. and Newton D.P., Universal option valuation using quadrature methods, J. Fin. Economics, 67: 447-471, 2003. Andricopoulos A.D., Widdicks M., Duck P.W. and Newton D.P., Extending quadrature methods to value multi-asset and complex path dependent options, J. Fin. Economics, 2006. Bender C.M. and Orszag S.A., Advanced mathematical methods for scientists and engineers. McGraw-Hill, New York, 1978. Boyd J.P., Chebyshev & Fourier spectral methods}, Springer-Verlag, Berlin, 1989. Broadie M. and Yamamoto Y., Application of the fast Gauss transform to option pricing, Management Science, 49: 1071-1008, 2003. Carr P.P., Geman H., Madan D.B. and Yor M., The fine structure of asset returns: An empirical investigation. J. of Business, 75: 305-332, 2002. Carr P.P. and Madan D.B., Option valuation using the fast Fourier transform. J. Comp. Finance, 2:61-73, 1999. Chourdakis K., Option pricing using the fractional FFT. J. Comp. Finance 8(2), 2004. Cont R. and Tankov P., Financial modelling with jump processes, Chapman and Hall, Boca Raton, FL, 2004. Duffie D., Pan J. and Singleton K., Transform analysis and asset pricing for affine jump-diffusions. Econometrica 68: 1343--1376, 2000. Duffie D., Filipovic D. and Schachermayer W., Affine processes and applications in finance. Ann. of Appl. Probab., 13(3): 984-1053, 2003. Evans G.A. and Webster J.R., A comparison of some methods for the evaluation of highly oscillatory integrals. J. of Comp. Applied Math. 112: 55-69, 1999. Haug E.G., The complete guide to option pricing formulas. McGraw-Hill, 1998. Heston S., A closed-form solution for options with stochastic volatility with applications to bond and currency options. Rev. Financ. Studies, 6: 327-343, 1993. Hull J.C. Options, futures and other derivatives. Prentice Hall. 4th ed., 2000. Lewis A. A simple option formula for general jump-diffusion and other exponential Levy processes. SSRN working paper, 2001. Available at: http//ssrn.com/abstract=282110+ Lord R., Fang F., Bervoets F. and Oosterlee C.W., A fast and accurate FFT-based method for pricing early-exercise options under Levy processes. SIAM J. Sci. Comput. 30: 1678-1705, 2008. Lord R. and Kahl Ch., Complex logarithms in the Heston-like models. Working paper, Rabobank International and ABN-AMRO, 2008. See http://ssrn.com/abstract_id=1105998+ Mori M. and Sugihara M., The double-exponential transformation in numerical analysis, J. Computational and Applied Mathematics, 127: 287-296, 2001. O'Sullivan C., Path dependent option pricing under Levy processes EFA 2005 Moscow Meetings Paper, Available at SSRN: http://ssrn.com/abstract=673424, Febr. 2005 Piessens R. and Poleunis F., A numerical method for the integration of oscillatory functions,BIT, 11: 317-327, 1971. Raible S., Levy processes in finance: Theory, numerics and empirical facts. PhD Thesis, Inst. fuer Math. Stochastik, Albert-Ludwigs-Univ. Freiburg, 2000. Wang I., Wan J.W. and Forsyth P., Robust numerical valuation of European and American options under the CGMY process. J. Computational Finance, 10(4): 31-70, 2007. Y. Yamamoto, Double-exponential fast Gauss transform algorithms for pricing discrete lookback options. Publ. RIMS, Kyoto Univ. 41: 989-1006, 2005. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/8914 |
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A NOVEL PRICING METHOD FOR EUROPEAN OPTIONS BASED ON FOURIER-COSINE SERIES EXPANSIONS. (deposited 12 Mar 2008 15:12)
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