A non-Gaussian option pricing model with skew

被引:60
作者
Borland, L
Bouchaud, JP
机构
[1] Evnine Vaughan Associates Inc, San Francisco, CA 94104 USA
[2] Sci & Finance Capital Fund Management, F-75009 Paris, France
关键词
D O I
10.1080/14697680400008684
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Closed-form option pricing formulae explaining skew and smile are obtained within a parsimonious non-Gaussian framework. We extend the non-Gaussian option pricing model of Borland (2002 Quant. Finance 2 415-31) to include volatility-stock correlations consistent with the leverage effect. A generalized Black-Scholes partial differential equation for this model is obtained, together with closed-form approximate solutions for the fair price of a European call option. In certain limits, the standard Black-Scholes model is recovered, as is the Constant Elasticity of Variance (CEV) model of Cox and Ross. Alternative solution methods for that model are thereby also discussed. The model parameters are partially fit froin empirical observations of the underlying distribution. The option pricing model then predicts European call prices which fit well to empirical market data over several maturities.
引用
收藏
页码:499 / 514
页数:16
相关论文
共 37 条
[1]  
ALBANESE C, 2001, EXTENSIONS BLACK SCH
[2]  
Backus D, 1997, ACCOUNTING BIASES BL
[3]   PRICING OF OPTIONS AND CORPORATE LIABILITIES [J].
BLACK, F ;
SCHOLES, M .
JOURNAL OF POLITICAL ECONOMY, 1973, 81 (03) :637-654
[4]   Option pricing formulas based on a non-Gaussian stock price model [J].
Borland, L .
PHYSICAL REVIEW LETTERS, 2002, 89 (09) :987011-987014
[5]  
Borland L., 2002, Quantitative Finance, V2, P415, DOI 10.1088/1469-7688/2/6/301
[6]   Microscopic dynamics of the nonlinear Fokker-Planck equation: A phenomenological model [J].
Borland, L .
PHYSICAL REVIEW E, 1998, 57 (06) :6634-6642
[7]  
BORLAND L, UNPUB
[8]  
Bouchaud J.-P., 2000, Theory of Financial Risks: From Statistical Physics to Risk Management
[9]   Leverage effect in financial markets: The retarded volatility model [J].
Bouchaud, JP ;
Matacz, A ;
Potters, M .
PHYSICAL REVIEW LETTERS, 2001, 87 (22) :art. no.-228701
[10]  
BOUCHAUD JP, 2001, QUANTITATIVE FINANCE, V1, P482