An Introduction to Lévy Processes and Their Application to Option Pricing
DOI:
https://doi.org/10.29201/peipn.v2i4.252Keywords:
Contingent claimsAbstract
This paper intends to provide a friendly introduction to Lévy processes and mainly focuses on valuing contingent claims when the price of the underlying asset is driven by such processes. Moreover, several analytical results on the characteristic function of an infinitely divisible distribution are discussed, which are very useful in pricing financial options living out of the Gaussian world. In contrast with the Black-Scholes pricing methodology that uses density functions, this approach uses characteristic functions. Finally, explicit formulas for valuing options on assets following Lévy regular processes are provided.
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References
Boyarchenko, S. I. and Levendorskii, S. Z. (2002). Non-Gaussian Merton-Black-Scholes Theory. Advanced Series on Statistical Science & Applied Probability. World Scientific Publishing Company, New Jersey, USA.
Oksendal B. K. and A. Sulem, (2004). Applied Stochastic Control on Jump Diffusions. Springer-Verlag, Berlin.
Schoutens, W. (2003). Lévy Processes in Finance (Pricing Financial Derivatives). Wiley Series in Probability and Statistics. John Wiley & Sons Ltd, England.
Venegas-Martinez, F. (2005). “Bayesian Inference, Prior Information on Volatility, and Option Pricing: A Maximum Entropy Approach”. International Journal of Theoretical and Applied Finance, Vol. 8, No. 1, pp. 1-12.
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