PRICING VARIANCE SWAPS FOR THE DISCRETE BN-S MODEL

We introduce a discrete Barndorff-Nielsen and Shephard (BNS) stochastic volatility model, where the non-Gaussian Ornstein-Uhlenbeck process governs the instantaneous variance of an underlying asset. A closed-form solution for pricing variance swaps in financial markets driven by a BN-S type Levy process is derived. Additionally, we propose a discrete-time framework for arbitrage-free pricing of variance swaps, supported by simulations that provide numerical validation of our results. The model fitting and parameter estimation processes are also discussed in detail.

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Publication Details

Journal
Journal of Stochastic Analysis
Published
2024-09-01
DOI
https://doi.org/10.31390/josa.5.3.01
Primary Topic
Stochastic processes and financial applications
Type
article
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article

PRICING VARIANCE SWAPS FOR THE DISCRETE BN-S MODEL

Semere Gabresilasie
Journal of Stochastic Analysis
Stochastic processes and financial applications
article

PRICING VARIANCE SWAPS FOR THE DISCRETE BN-S MODEL

Semere Gabresilasie
article en

Abstract

We introduce a discrete Barndorff-Nielsen and Shephard (BNS) stochastic volatility model, where the non-Gaussian Ornstein-Uhlenbeck process governs the instantaneous variance of an underlying asset. A closed-form solution for pricing variance swaps in financial markets driven by a BN-S type Levy process is derived. Additionally, we propose a discrete-time framework for arbitrage-free pricing of variance swaps, supported by simulations that provide numerical validation of our results. The model fitting and parameter estimation processes are also discussed in detail.

Journal of Stochastic AnalysisVol. 5(3)
Openalex Percentile: Top 64%
Stochastic processes and financial applications
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PRICING VARIANCE SWAPS FOR THE DISCRETE BN-S MODEL — Semere Gabresilasie · Journal of Stochastic Analysis (2024) | TGRS Research Map | TGRS