英文标题:
《The fractional and mixed-fractional CEV model》
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作者:
Axel A. Araneda
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最新提交年份:
2019
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英文摘要:
The continuous observation of the financial markets has identified some stylized facts which challenge the conventional assumptions, promoting the born of new approaches. On the one hand, the long-range dependence has been faced replacing the traditional Gauss-Wiener process (Brownian motion), characterized by stationary independent increments, by a fractional version. On the other hand, the CEV model addresses the Leverage effect and smile-skew phenomena, efficiently. In this paper, these two insights are merging and both the fractional and mixed-fractional extensions for the CEV model, are developed. Using the fractional versions of both the Ito\'s calculus and the Fokker-Planck equation, the transition probability density function of the asset price is obtained as the solution of a non-stationary Feller process with time-varying coefficients, getting an analytical valuation formula for a European Call option. Besides, the Greeks are computed and compared with the standard case.
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中文摘要:
对金融市场的持续观察发现了一些挑战传统假设的程式化事实,促进了新方法的诞生。一方面,长期依赖性已被分数形式的高斯-维纳过程(布朗运动)所取代,该过程以平稳的独立增量为特征。另一方面,CEV模型有效地解决了杠杆效应和微笑扭曲现象。在本文中,这两种观点正在融合,并开发了CEV模型的分数扩展和混合分数扩展。利用伊藤微积分和福克-普朗克方程的分数形式,将资产价格的转移概率密度函数作为具有时变系数的非平稳Feller过程的解,得到了欧式看涨期权的解析估值公式。此外,还计算了希腊语,并与标准情况进行了比较。
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分类信息:
一级分类:Quantitative Finance 数量金融学
二级分类:Mathematical Finance 数学金融学
分类描述:Mathematical and analytical methods of finance, including stochastic, probabilistic and functional analysis, algebraic, geometric and other methods
金融的数学和分析方法,包括随机、概率和泛函分析、代数、几何和其他方法
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