Hostname: page-component-8448b6f56d-xtgtn Total loading time: 0 Render date: 2024-04-19T20:37:53.630Z Has data issue: false hasContentIssue false

PRICING VARIANCE SWAPS UNDER DOUBLE HESTON STOCHASTIC VOLATILITY MODEL WITH STOCHASTIC INTEREST RATE

Published online by Cambridge University Press:  05 January 2021

Huojun Wu
Affiliation:
School of Mathematics, Hefei University of Technology, Hefei230009, China E-mails: wuhj8023@163.com; jiazhaoli@hfut.edu.cn; ysq8006@126.com; hfut13075591941@163.com
Zhaoli Jia
Affiliation:
School of Mathematics, Hefei University of Technology, Hefei230009, China E-mails: wuhj8023@163.com; jiazhaoli@hfut.edu.cn; ysq8006@126.com; hfut13075591941@163.com
Shuquan Yang
Affiliation:
School of Mathematics, Hefei University of Technology, Hefei230009, China E-mails: wuhj8023@163.com; jiazhaoli@hfut.edu.cn; ysq8006@126.com; hfut13075591941@163.com
Ce Liu
Affiliation:
School of Mathematics, Hefei University of Technology, Hefei230009, China E-mails: wuhj8023@163.com; jiazhaoli@hfut.edu.cn; ysq8006@126.com; hfut13075591941@163.com

Abstract

In this paper, we discuss the problem of pricing discretely sampled variance swaps under a hybrid stochastic model. Our modeling framework is a combination with a double Heston stochastic volatility model and a Cox–Ingersoll–Ross stochastic interest rate process. Due to the application of the T-forward measure with the stochastic interest process, we can only obtain an efficient semi-closed form of pricing formula for variance swaps instead of a closed-form solution based on the derivation of characteristic functions. The practicality of this hybrid model is demonstrated by numerical simulations.

Type
Research Article
Copyright
Copyright © The Author(s), 2020. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Swishchuk, A. (2004). Modeling of Variance and Volatility Swaps for Financial Markets with Stochastic Volatilities. Wilmott Magazine Technical Article(September): 6472.Google Scholar
Bernard, C. & Cui, Z. (2012). Prices and asymptotics for discrete variance swaps. Applied Mathematical Finance 21(2): 140173.CrossRefGoogle Scholar
Black, F. & Scholes, M.S. (1973). The pricing of options and corporate liabilities. Journal of Political Economy 81(3): 637654.CrossRefGoogle Scholar
Brigo, D. & Mercurio, F. (2006). Interest rate models-theory and practice: with smile, inflation and credit. Heidelberg: Springer.Google Scholar
Cao, J., Lian, G., & Roslan, T.R.N. (2016). Pricing city and stochastic interest rate. Applied Mathematics and Computation 277: 7281.CrossRefGoogle Scholar
Carr, P. & Wu, L. (2007). Stochastic skew in currency options. Journal of Financial Economics 86 1: 213247.CrossRefGoogle Scholar
Carr, P., Madan, D. & Jarrow, R. (1998). Towards a theory of volatility trading, volatility: New estimation techniques for pricing derivatives. London: Risk Publications.Google Scholar
Christoffersen, P., Heston, S., & Jacobs, K. (2009). The shape and term structure of the index option smirk: Why multifactor stochastic volatility models work so well. Management Science 55(12): 19141932.CrossRefGoogle Scholar
Cox, J.C., Ingersoll, J.E., & Ross, S.A. (1985). A theory of the term structure of interest rates. Econometrica. 53(2): 385407.CrossRefGoogle Scholar
Da Fonseca, J., Grasselli, M., & Tebaldi, C. (2008). A multifactor volatility Heston model. Quantitative Finance 8(6): 591604.CrossRefGoogle Scholar
Demeterfi, K., Derman, E., Kamal, M., & Zou, J. (1999). More than you ever wanted to know about volatility swaps. The United States of America: Goldman Sachs Quantitative Strategies Research Notes.Google Scholar
Duffie, D. & Singleton, P.K. (2000). Transform analysis and asset pricing for affine jump-diffusions. Econometrica 68(6): 13431376.CrossRefGoogle Scholar
Elliott, R.J. & Siu, T.K. (2009). On Markov-modulated exponential-affine bond price formulae. Applied Mathematical Finance 16(1): 115.CrossRefGoogle Scholar
Grunbichler, A. & Longstaff, F. (1996). Valuing futures and options on volatility. Journal of Banking and Finance 42(2): 387406.Google Scholar
Grzelak, L. & Oosterlee, K. (2009). On the Heston model with stochastic interest rates. SIAM Journal on Financial Mathematics 2(1): 255286.CrossRefGoogle Scholar
Heston, S.L. (1993). A closed-form solution for options with stochastic volatility with applications to bond and currency options. Review of Financial Studies 6(2): 327343.CrossRefGoogle Scholar
Heston, S. & Nandi, S. (2000). Derivatives on volatility: Some simple solutions based on observables. Federal Reserve Bank of Atlanta Working Paper.CrossRefGoogle Scholar
Rouah, F.D. (2013). The Heston model and its extensions in MATLAB and C. New Jersey: Wiley and Sons.CrossRefGoogle Scholar
Sanae, R. & Zhu, S. (2012). A simplified analytical approach for pricing discretely-sampled variance swaps with stochastic volatility. Applied Mathematics Letters 25(11): 16441650.Google Scholar
Sanae, R. & Zhu, S. (2014). A simple close-form formula for pricing discretely-sampled variance swaps under the Heston model. ANZIAM Journal 56(1): 127.Google Scholar
Sun, Y. (2015). Efficient pricing and hedging under the double Heston stochastic volatility jump-diffusion model. International Journal of Computer Mathematics 92(11–12): 25512574.CrossRefGoogle Scholar
Sun, Y., Yuan, G., Guo, S., Liu, J., & Yuan, S. (2015). Does model misspecification matter for hedging? A computational finance experiment based approach. Social Science Electronic Publishing 2(3): 21.Google Scholar
Thomas, L. & Vijay, P. (2001). A finite difference method for the valuation of variance swaps. Journal of Computational Finance 5(1): 81103.Google Scholar
Zhu, S. & Lian, G. (2011). A closed-form exact solution for pricing variance swaps with stochastic volatility. Mathematical Finance 21(2): 233256.Google Scholar
Zhu, S. & Lian, G. (2012). On the valuation of variance swaps with stochastic volatility. Applied Mathematics and Computation 219(4): 16541669.CrossRefGoogle Scholar