Applications of the Fractional Diffusion Equation to Option Pricing and Risk Calculations

被引:21
作者
Aguilar, Jean-Philippe [1 ]
Korbel, Jan [2 ,3 ,4 ]
Luchko, Yuri [5 ]
机构
[1] BRED Banque Populaire, Modeling Dept, 18 Quai Rapee, F-75012 Paris, France
[2] Med Univ Vienna, Ctr Med Stat Informat & Intelligent Syst CeMSIIS, Sect Sci Complex Syst, A-1090 Vienna, Austria
[3] Complex Sci Hub Vienna, Josefstadterstr 39, A-1080 Vienna, Austria
[4] Czech Tech Univ, Fac Nucl Sci & Phys Engn, Prague 11519, Czech Republic
[5] Beuth Tech Univ Appl Sci Berlin, Luxemburger Str 10, D-13353 Berlin, Germany
基金
奥地利科学基金会;
关键词
fractional diffusion equation; fundamental solution; option pricing; risk sensitivities; portfolio hedging; DYNAMIC MEMORY; RANDOM-WALK; CALCULUS; PRICES; MODELS;
D O I
10.3390/math7090796
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this article, we first provide a survey of the exponential option pricing models and show that in the framework of the risk-neutral approach, they are governed by the space-fractional diffusion equation. Then, we introduce a more general class of models based on the space-time-fractional diffusion equation and recall some recent results in this field concerning the European option pricing and the risk-neutral parameter. We proceed with an extension of these results to the class of exotic options. In particular, we show that the call and put prices can be expressed in the form of simple power series in terms of the log-forward moneyness and the risk-neutral parameter. Finally, we provide the closed-form formulas for the first and second order risk sensitivities and study the dependencies of the portfolio hedging and profit-and-loss calculations upon the model parameters.
引用
收藏
页数:23
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