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A Mellin Transform Approach to the Pricing of Options with Default Risk

The stochastic elasticity of variance model introduced by Kim et al. (Appl Stoch Models Bus Ind 30(6):753–765, 2014) is a useful model for forecasting extraordinary volatility behavior which would take place in a financial crisis and high volatility of a market could be linked to default risk of opt...

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Autores principales: Choi, Sun-Yong, Veng, Sotheara, Kim, Jeong-Hoon, Yoon, Ji-Hun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072734/
https://www.ncbi.nlm.nih.gov/pubmed/33935368
http://dx.doi.org/10.1007/s10614-021-10121-w
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author Choi, Sun-Yong
Veng, Sotheara
Kim, Jeong-Hoon
Yoon, Ji-Hun
author_facet Choi, Sun-Yong
Veng, Sotheara
Kim, Jeong-Hoon
Yoon, Ji-Hun
author_sort Choi, Sun-Yong
collection PubMed
description The stochastic elasticity of variance model introduced by Kim et al. (Appl Stoch Models Bus Ind 30(6):753–765, 2014) is a useful model for forecasting extraordinary volatility behavior which would take place in a financial crisis and high volatility of a market could be linked to default risk of option contracts. So, it is natural to study the pricing of options with default risk under the stochastic elasticity of variance. Based on a framework with two separate scales that could minimize the number of necessary parameters for calibration but reflect the essential characteristics of the underlying asset and the firm value of the option writer, we obtain a closed form approximation formula for the option price via double Mellin transform with singular perturbation. Our formula is explicitly expressed as the Black–Scholes formula plus correction terms. The correction terms are given by the simple derivatives of the Black–Scholes solution so that the model calibration can be done very fast and effectively.
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spelling pubmed-80727342021-04-26 A Mellin Transform Approach to the Pricing of Options with Default Risk Choi, Sun-Yong Veng, Sotheara Kim, Jeong-Hoon Yoon, Ji-Hun Comput Econ Article The stochastic elasticity of variance model introduced by Kim et al. (Appl Stoch Models Bus Ind 30(6):753–765, 2014) is a useful model for forecasting extraordinary volatility behavior which would take place in a financial crisis and high volatility of a market could be linked to default risk of option contracts. So, it is natural to study the pricing of options with default risk under the stochastic elasticity of variance. Based on a framework with two separate scales that could minimize the number of necessary parameters for calibration but reflect the essential characteristics of the underlying asset and the firm value of the option writer, we obtain a closed form approximation formula for the option price via double Mellin transform with singular perturbation. Our formula is explicitly expressed as the Black–Scholes formula plus correction terms. The correction terms are given by the simple derivatives of the Black–Scholes solution so that the model calibration can be done very fast and effectively. Springer US 2021-04-26 2022 /pmc/articles/PMC8072734/ /pubmed/33935368 http://dx.doi.org/10.1007/s10614-021-10121-w Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Choi, Sun-Yong
Veng, Sotheara
Kim, Jeong-Hoon
Yoon, Ji-Hun
A Mellin Transform Approach to the Pricing of Options with Default Risk
title A Mellin Transform Approach to the Pricing of Options with Default Risk
title_full A Mellin Transform Approach to the Pricing of Options with Default Risk
title_fullStr A Mellin Transform Approach to the Pricing of Options with Default Risk
title_full_unstemmed A Mellin Transform Approach to the Pricing of Options with Default Risk
title_short A Mellin Transform Approach to the Pricing of Options with Default Risk
title_sort mellin transform approach to the pricing of options with default risk
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072734/
https://www.ncbi.nlm.nih.gov/pubmed/33935368
http://dx.doi.org/10.1007/s10614-021-10121-w
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