DELFT UNIVERSITY OF TECHNOLOGY REPORT 11-11 Efficient Pricing of Asian Options under Lévy Processes based on Fourier Cosine Expansions Part I: European-Style Products
نویسندگان
چکیده
We propose an efficient pricing method for arithmetic, and geometric, Asian options under Lévy processes, based on Fourier cosine expansions and Clenshaw–Curtis quadrature. The pricing method is developed for both European–style and American–style Asian options, and for discretely and continuously monitored versions. In the present paper we focus on European–style Asian options; American-style options are treated in an accompanying part II of this paper. The exponential convergence rate of Fourier cosine expansions and Clenshaw–Curtis quadrature reduces the CPU time of the method to milli-seconds for geometric Asian options and a few seconds for arithmetic Asian options. The method’s accuracy is illustrated by a detailed error analysis, and by various numerical examples.
منابع مشابه
Efficient Pricing of European-Style Asian Options under Exponential Lévy Processes Based on Fourier Cosine Expansions
We propose an efficient pricing method for arithmetic and geometric Asian options under exponential Lévy processes based on Fourier cosine expansions and Clenshaw–Curtis quadrature. The pricing method is developed for both European-style and American-style Asian options and for discretely and continuously monitored versions. In the present paper we focus on the European-style Asian options. The...
متن کاملDELFT UNIVERSITY OF TECHNOLOGY REPORT 11-02 Efficient Pricing of Commodity Options with Early-Exercise under the Ornstein–Uhlenbeck process
We analyze the efficiency properties of a numerical pricing method based on Fourier-cosine expansions for early-exercise options. We focus on variants of Schwartz’ model [20] based on a mean reverting OrnsteinUhlenbeck process [23], which is commonly used for modeling commodity prices. This process however does not possess favorable properties for the option pricing method of interest. We there...
متن کاملDELFT UNIVERSITY OF TECHNOLOGY REPORT 08-02 On an Option Pricing Method based on Fourier-Cosine Series Expansions
Here we develop an option pricing method for European options based on the Fourier-cosine series, and call it the COS method. The convergence rate of the COS method is exponential and the computational complexity is linear. It has a wide range of applicability for different underlying dynamics, including Lévy processes and Heston’s stochastic volatility model, and for various types of option co...
متن کاملDELFT UNIVERSITY OF TECHNOLOGY REPORT 10-03 Acceleration of Option Pricing Technique on Graphics Processing Units
The acceleration of an option pricing technique based on Fourier cosine expansions on the Graphics Processing Unit (GPU) is reported. European options, in particular with multiple strikes, and Bermudan options will be discussed. The influence of the number of terms in the Fourier cosine series expansion, the number of strikes, as well as the number of exercise dates for Bermudan options, are ex...
متن کاملFourier Cosine Expansions and Put–Call Relations for Bermudan Options
In this chapter we describe the pricing of Bermudan options by means of Fourier cosine expansions. We propose a technique to price early-exercise call options with the help of the (European) put-call parity and put–call duality relations. Direct pricing of call options with cosine expansions may give rise to some sensitivity regarding the choice of the size of the domain in which the Fourier ex...
متن کامل