EXISTENCE AND UNIQUENESS OF SOLUTION FOR GENERALIZATION OF FRACTIONAL BESSEL TYPE PROCESS | Hương | TNU Journal of Science and Technology

EXISTENCE AND UNIQUENESS OF SOLUTION FOR GENERALIZATION OF FRACTIONAL BESSEL TYPE PROCESS

About this article

Received: 12/10/19                Revised: 18/02/20                Published: 26/02/20

Authors

Vu Thi Huong Email to author, University of Transport and Communications - Ha Noi - Vietnam

Abstract


The real financial models such as the short term interest rates, the log-volatility in Heston model are very well modeled by a fractional Brownian motion. This fact raises a question of developing a fractional generalization of the classical processes such as Cox - Ingersoll - Ross process, Bessel process. In this paper, we are interested in the fractional Bessel process (Mishura, Yurchenko-Tytarenko, 2018). More precisely, we consider a generalization of the fractional Bessel type process. We prove that the equation has a unique positive solution. Moreover, we study the supremum norm of the solution.

Keywords


Fractional stochastic differential equation; Fractional Brownian motion; Fractional Bessel process; Fractional Cox- Ingersoll- Ross process; Supremum norm.

Full Text:

PDF

References


[1]. J.C. Cox, J.E. Ingersoll, S.A. Ross, "A re-examination of traditional hypotheses about the term structure of interest rates," J. Finance, vol. 36, no. 4, pp. 769-799, 1981.

[2]. J.C. Cox, J.E. Ingersoll, S.A. Ross, "An intertemporal general equilibrium model of asset prices," Econometrica, vol. 53, no. 1, pp. 363- 384, 1985.

[3]. J.C. Cox, J.E. Ingersoll, S.A. Ross, "A theory of the term structure of interest rates," J. Finance, vol. 53, no. 2, pp. 385-408, 1985.

[4]. S.L. Heston, "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options," The Review of Financial Studies, vol. 6, no. 2, pp. 327- 343, 1993.

[5]. V. Anh, A. Inoue," Financial markets with memory I: Dynamic models," Stoch. Anal. Appl., vol. 23, no. 2, pp. 275-300, 2005.

[6]. T. Bollerslev, H.O. Mikkelsen, "Modelling and pricing long memory in stock market volatility," J. Econometrics, vol. 73, no. 1, pp. 151- 184, 2005.

[7]. J. Gatheral, T. Jaisson, M. Rosenbaum, "Volatility is rough," Quantitative Finance, vol. 18, no. 6, pp. 933- 949, 2018.

[8]. Y. Mishura, Anton YurchenkoTytarenko, "Fractional CoxIngersollRoss process with non-zero "mean"," Modern Stochastics: Theory and Applications, vol. 5, no. 1, pp. 99-111, 2018.

[9]. D. Nualart, A. Rascanu, " Differential equations driven by fractional Brownian motion," Collectanea Mathematica, vol. 53, no. 1, pp. 177-193, 2002.

[10]. Y. Mishura, Calculus for Fractional Brownian Motion and Related Processes. Springer, Berlin, 2008.

[11]. Y. Hu, D. Nualart, X. Song, " A singular stochastic differential equation driven by fractional Brownian motion," Statist. Probab. Lett, vol. 78, no. 14, pp. 2075-2085, 2008.




DOI: https://doi.org/10.34238/tnu-jst.2020.02.2203

Refbacks

  • There are currently no refbacks.
TNU Journal of Science and Technology
Rooms 408, 409 - Administration Building - Thai Nguyen University
Tan Thinh Ward - Thai Nguyen City
Phone: (+84) 208 3840 288 - E-mail: jst@tnu.edu.vn
Based on Open Journal Systems
©2018 All Rights Reserved