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Pricing variance swaps in a hybrid model of stochastic volatility and interest rate with regime-switching


Cao, Jiling and Roslan, Teh Raihana Nazirah and Zhang, Wenjun (2018) Pricing variance swaps in a hybrid model of stochastic volatility and interest rate with regime-switching. Methodology and Computing in Applied Probability, 20 (4). pp. 1359-1379. ISSN 1387-5841

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Abstract

In this paper, we consider the problem of pricing discretely-sampled variance swaps based on a hybrid model of stochastic volatility and stochastic interest rate with regime-switching. Our modeling framework extends the Heston stochastic volatility model by including the Cox-Ingersoll-Ross (CIR) stochastic interest rate model. In addition, certain model parameters in our model switch according to a continuous-time observable Markov chain process. This enables our model to capture several macroeconomic issues such as alternating business cycles. A semi-closed form pricing formula for variance swaps is derived. The pricing formula is assessed through numerical implementation, where we validate our pricing formula against the Monte Carlo simulation. The impact of incorporating regime-switching for pricing variance swaps is also discussed, where variance swaps prices with and without regime-switching effects are examined in our model. We also explore the economic consequence for the prices of variance swaps by allowing the Heston-CIR model to switch across three different regimes.

Item Type: Article
Uncontrolled Keywords: Heston-CIR hybrid model · Regime-switching · Realized variance · Stochastic interest rate · Stochastic volatility · Variance swap
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: School of Quantitative Sciences
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 17 Jul 2019 06:49
Last Modified: 17 Jul 2019 06:49
URI: http://repo.uum.edu.my/id/eprint/26233

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