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四阶Edgeworth密度函数上的有效域与隐含波动率应用
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作者 沈康力 林炜 张慧增 《杭州师范大学学报(自然科学版)》 CAS 2024年第3期333-340,共8页
以正态分布为基底的Edgeworth级数展开是一个渐进展开序列,其截断形式常用以逼近未知的概率密度函数.若截断的Edgeworth级数能成为一个有效的(非负的)概率密度,前提条件是对参数(累积量)的取值做一些限制.文章介绍了在数值上求解四阶Edg... 以正态分布为基底的Edgeworth级数展开是一个渐进展开序列,其截断形式常用以逼近未知的概率密度函数.若截断的Edgeworth级数能成为一个有效的(非负的)概率密度,前提条件是对参数(累积量)的取值做一些限制.文章介绍了在数值上求解四阶Edgeworth展开中参数的约束区域的算法,从而保证参数限制在有效区域内的四阶Edgeworth展开序列可以被认为是有效的概率密度.此外,给出了基于Black-Scholes公式的四阶Edgeworth密度函数的期权定价公式,并建立了隐含波动率微笑的水平、斜率和曲率与风险中性标准差、偏度和超值峰度之间的联系. 展开更多
关键词 Edgeworth级数 Edgeworth密度函数 隐含波动率微笑 偏度 峰度
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Option Pricing Based on Alternative Jump Size Distributions
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作者 Jian Chen Chenghu Ma 《Frontiers of Economics in China-Selected Publications from Chinese Universities》 2016年第3期439-467,共29页
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 thes... 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. 展开更多
关键词 general equilibrium recursive utility option pricing Laplace distribu-tion volatility smirk
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