Title :
Option pricing for a stochastic-volatility jump-diffusion model with log-uniform jump-amplitudes
Author :
Yan, Guoqing ; Hanson, Floyd B.
Author_Institution :
Dept. of Math., Stat., & Comput. Sci., Illinois Univ., Chicago, IL
Abstract :
An alternative option pricing model is proposed, in which the stock prices follow a diffusion model with square root stochastic volatility and a jump model with log-uniformly distributed jump amplitudes in the stock price process. The stochastic-volatility follows a square-root and mean-reverting diffusion process. Fourier transforms are applied to solve the problem for risk-neutral European option pricing under this compound stochastic-volatility jump-diffusion (SVJD) process. Characteristic formulas and their inverses simplified by integration along better equivalent contours are given. The numerical implementation of pricing formulas is accomplished by both fast Fourier transforms (FFTs) and more highly accurate discrete Fourier transforms (DFTs) for verifying results and for different output
Keywords :
discrete Fourier transforms; pricing; stochastic processes; stock markets; discrete Fourier transforms; fast Fourier transforms; log-uniform jump-amplitudes; option pricing; square root stochastic volatility; stochastic-volatility jump-diffusion model; stock prices; Diffusion processes; Discrete Fourier transforms; Economic indicators; Fast Fourier transforms; Flexible printed circuits; Fourier transforms; Gaussian distribution; Pricing; Probability distribution; Stochastic processes;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1657175