Valuation of bid and ask prices for European options under mixed fractional Brownian motion

In this paper, we study the valuation of the bid and ask prices for European options under the mixed fractional Brownian motion with Hurst index H>3/4, which is able to capture the long range dependence of the underlying asset returns in real markets. As we know, the classical option pricing theo...

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Main Authors: Zhe Li, Xiao-Tian Wang
Format: Article
Language:English
Published: AIMS Press 2021-05-01
Series:AIMS Mathematics
Subjects:
Online Access:http://www.aimspress.com/article/doi/10.3934/math.2021422?viewType=HTML
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author Zhe Li
Xiao-Tian Wang
author_facet Zhe Li
Xiao-Tian Wang
author_sort Zhe Li
collection DOAJ
description In this paper, we study the valuation of the bid and ask prices for European options under the mixed fractional Brownian motion with Hurst index H>3/4, which is able to capture the long range dependence of the underlying asset returns in real markets. As we know, the classical option pricing theories are usually built on the law of one price, while ignoring the impact of market liquidity on bid-ask spreads. The theory of conic finance replaces the law of one price by the law of two prices, allowing for market participants sell to the market at the bid price and buy from the market at the higher ask price. Within the framework of conic finance, we then derive the explicit formulas for the bid and ask prices of European call and put options by using WANG-transform as a distortion function. Moreover, numerical experiment is performed to illustrate the effects of the Hurst index and market liquidity level on bid and ask prices.
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spelling doaj.art-74688908af8544848c8ee8d5d781c4732022-12-21T22:05:59ZengAIMS PressAIMS Mathematics2473-69882021-05-01677199721410.3934/math.2021422Valuation of bid and ask prices for European options under mixed fractional Brownian motionZhe Li0Xiao-Tian Wang11. School of Business, Nanjing Normal University, Nanjing 210023, China2. School of Mathematics, South China University of Technology, Guangzhou 510640, ChinaIn this paper, we study the valuation of the bid and ask prices for European options under the mixed fractional Brownian motion with Hurst index H>3/4, which is able to capture the long range dependence of the underlying asset returns in real markets. As we know, the classical option pricing theories are usually built on the law of one price, while ignoring the impact of market liquidity on bid-ask spreads. The theory of conic finance replaces the law of one price by the law of two prices, allowing for market participants sell to the market at the bid price and buy from the market at the higher ask price. Within the framework of conic finance, we then derive the explicit formulas for the bid and ask prices of European call and put options by using WANG-transform as a distortion function. Moreover, numerical experiment is performed to illustrate the effects of the Hurst index and market liquidity level on bid and ask prices.http://www.aimspress.com/article/doi/10.3934/math.2021422?viewType=HTMLconic financeoption pricingmixed fractional brownian motionbid-ask spreadswang-transform
spellingShingle Zhe Li
Xiao-Tian Wang
Valuation of bid and ask prices for European options under mixed fractional Brownian motion
AIMS Mathematics
conic finance
option pricing
mixed fractional brownian motion
bid-ask spreads
wang-transform
title Valuation of bid and ask prices for European options under mixed fractional Brownian motion
title_full Valuation of bid and ask prices for European options under mixed fractional Brownian motion
title_fullStr Valuation of bid and ask prices for European options under mixed fractional Brownian motion
title_full_unstemmed Valuation of bid and ask prices for European options under mixed fractional Brownian motion
title_short Valuation of bid and ask prices for European options under mixed fractional Brownian motion
title_sort valuation of bid and ask prices for european options under mixed fractional brownian motion
topic conic finance
option pricing
mixed fractional brownian motion
bid-ask spreads
wang-transform
url http://www.aimspress.com/article/doi/10.3934/math.2021422?viewType=HTML
work_keys_str_mv AT zheli valuationofbidandaskpricesforeuropeanoptionsundermixedfractionalbrownianmotion
AT xiaotianwang valuationofbidandaskpricesforeuropeanoptionsundermixedfractionalbrownianmotion