Applications of the Fractional Diffusion Equation to Option Pricing and Risk Calculations
Open Access
- 1 September 2019
- journal article
- research article
- Published by MDPI AG in Mathematics
- Vol. 7 (9) , 796
Abstract
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.Keywords
This publication has 48 references indexed in Scilit:
- Social and juristic challenges of artificial intelligencePalgrave Communications, 2019
- On History of Mathematical Economics: Application of Fractional CalculusMathematics, 2019
- Macroeconomic models with long dynamic memory: Fractional calculus approachApplied Mathematics and Computation, 2018
- A tutorial on inverse problems for anomalous diffusion processesInverse Problems, 2015
- Saving Human Lives: What Complexity Science and Information Systems can ContributeJournal of Statistical Physics, 2014
- Fractional Skellam processes with applications to financeFractional Calculus and Applied Analysis, 2014
- The restaurant at the end of the random walk: recent developments in the description of anomalous transport by fractional dynamicsJournal of Physics A: General Physics, 2004
- Time Fractional Diffusion: A Discrete Random Walk ApproachNonlinear Dynamics, 2002
- Fractional calculus and continuous-time financePhysica A: Statistical Mechanics and its Applications, 2000
- Fractional diffusion and wave equationsJournal of Mathematical Physics, 1989