European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time

In this paper, the approximate stationarity of the second-order moment increments of the sub-fractional Brownian motion is given. Based on this, the pricing model for European options under the sub-fractional Brownian regime in discrete time is established. Pricing formulas for European options are...

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Main Authors: Zhidong Guo, Yang Liu, Linsong Dai
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Fractal and Fractional
Subjects:
Online Access:https://www.mdpi.com/2504-3110/8/1/13
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author Zhidong Guo
Yang Liu
Linsong Dai
author_facet Zhidong Guo
Yang Liu
Linsong Dai
author_sort Zhidong Guo
collection DOAJ
description In this paper, the approximate stationarity of the second-order moment increments of the sub-fractional Brownian motion is given. Based on this, the pricing model for European options under the sub-fractional Brownian regime in discrete time is established. Pricing formulas for European options are given under the delta and mixed hedging strategies, respectively. Furthermore, European call option pricing under delta hedging is shown to be larger than under mixed hedging. The hedging error ratio of mixed hedging is shown to be smaller than that of delta hedging via numerical experiments.
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spelling doaj.art-01fb0dd8f1df41d1a20bc4ee7d89462b2024-01-26T16:35:11ZengMDPI AGFractal and Fractional2504-31102023-12-01811310.3390/fractalfract8010013European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete TimeZhidong Guo0Yang Liu1Linsong Dai2College of Mathematics and Science, Anqing Normal University, Anqing 246011, ChinaCollege of Mathematics and Science, Anqing Normal University, Anqing 246011, ChinaCollege of Mathematics and Science, Anqing Normal University, Anqing 246011, ChinaIn this paper, the approximate stationarity of the second-order moment increments of the sub-fractional Brownian motion is given. Based on this, the pricing model for European options under the sub-fractional Brownian regime in discrete time is established. Pricing formulas for European options are given under the delta and mixed hedging strategies, respectively. Furthermore, European call option pricing under delta hedging is shown to be larger than under mixed hedging. The hedging error ratio of mixed hedging is shown to be smaller than that of delta hedging via numerical experiments.https://www.mdpi.com/2504-3110/8/1/13discrete-time modelsub-fractional Brownian motiondelta hedgingmixed hedginghedging error ratio
spellingShingle Zhidong Guo
Yang Liu
Linsong Dai
European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time
Fractal and Fractional
discrete-time model
sub-fractional Brownian motion
delta hedging
mixed hedging
hedging error ratio
title European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time
title_full European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time
title_fullStr European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time
title_full_unstemmed European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time
title_short European Option Pricing under Sub-Fractional Brownian Motion Regime in Discrete Time
title_sort european option pricing under sub fractional brownian motion regime in discrete time
topic discrete-time model
sub-fractional Brownian motion
delta hedging
mixed hedging
hedging error ratio
url https://www.mdpi.com/2504-3110/8/1/13
work_keys_str_mv AT zhidongguo europeanoptionpricingundersubfractionalbrownianmotionregimeindiscretetime
AT yangliu europeanoptionpricingundersubfractionalbrownianmotionregimeindiscretetime
AT linsongdai europeanoptionpricingundersubfractionalbrownianmotionregimeindiscretetime