FFT based option pricing under a mean reverting process with stochastic volatility and jumps

被引:27
作者
Pillay, E. [2 ]
O'Hara, J. G. [1 ]
机构
[1] Univ Essex, Ctr Computat Finance & Econ Agents, Colchester CO4 3SQ, Essex, England
[2] Univ KwaZulu Natal, Sch Stat & Actuarial Sci, ZA-4000 Durban, South Africa
关键词
Mean reverting process; Stochastic volatility; Jumps; Fast Fourier transform; Monte Carlo simulation; REVERSION; EXCHANGE;
D O I
10.1016/j.cam.2010.10.024
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Numerous studies present strong empirical evidence that certain financial assets may exhibit mean reversion, stochastic volatility or jumps. This paper explores the valuation of European options when the underlying asset follows a mean reverting log-normal process with stochastic volatility and jumps. A closed form representation of the characteristic function of the process is derived for the computation of European option prices via the fast Fourier transform. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:3378 / 3384
页数:7
相关论文
共 14 条
[1]  
[Anonymous], MANAG FINANC
[2]   Exact simulation of stochastic volatility and other affine jump diffusion processes [J].
Broadie, M ;
Kaya, Ö .
OPERATIONS RESEARCH, 2006, 54 (02) :217-231
[3]  
Carr P, 1999, J COMPUT FINANC, V2, P61, DOI DOI 10.21314/JCF.1999.043
[4]  
Dempster MAH, 2002, SPRINGER FINANCE, P203
[5]   Transform analysis and asset pricing for affine jump-diffusions [J].
Duffie, D ;
Pan, J ;
Singleton, K .
ECONOMETRICA, 2000, 68 (06) :1343-1376
[6]  
Frigo M, 1998, INT CONF ACOUST SPEE, P1381, DOI 10.1109/ICASSP.1998.681704
[8]   Mean reversion in real exchange rates: Evidence and implications for forecasting [J].
Jorion, P ;
Sweeney, RJ .
JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 1996, 15 (04) :535-550
[9]   On Jump Processes in the Foreign Exchange and Stock Markets [J].
Jorion, Philippe .
REVIEW OF FINANCIAL STUDIES, 1988, 1 (04) :427-445
[10]  
Lipton A, 2001, MATH METHODS FOREIGN