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Option Pricing Based on Alternative Jump Size Distributions

Option Pricing Based on Alternative Jump Size Distributions
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摘要 It is well known that volatility smirks and heavy-tailed asset return distri- butions are two violations of the Black-Scholes model. This paper investigates the role of jump size distribution played in explaining these two abnormalities. We consider a jump-diffusion model with Laplace jump size distribution, in comparison to the con- ventional normal distribution. In addition, our analysis is built upon a pure exchange economy, in which the representative agent's risk preference shows a fanning charac- teristic. We find that, when a fanning effect is present, Laplace model produces a more remarkable leptokurtic pattern of the risk-neutral distribution implied by options, as well as generating more pronounced volatility smirks than the normal model. It is well known that volatility smirks and heavy-tailed asset return distri- butions are two violations of the Black-Scholes model. This paper investigates the role of jump size distribution played in explaining these two abnormalities. We consider a jump-diffusion model with Laplace jump size distribution, in comparison to the con- ventional normal distribution. In addition, our analysis is built upon a pure exchange economy, in which the representative agent's risk preference shows a fanning charac- teristic. We find that, when a fanning effect is present, Laplace model produces a more remarkable leptokurtic pattern of the risk-neutral distribution implied by options, as well as generating more pronounced volatility smirks than the normal model.
出处 《Frontiers of Economics in China-Selected Publications from Chinese Universities》 2016年第3期439-467,共29页 中国高等学校学术文摘·经济学(英文版)
关键词 general equilibrium recursive utility option pricing Laplace distribu-tion volatility smirk general equilibrium, recursive utility, option pricing, Laplace distribu-tion, volatility smirk
分类号 C [社会学]
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