Quanto Pricing beyond Black–Scholes

Since their introduction, quanto options have steadily gained popularity. Matching Black–Scholes-type pricing models and, more recently, a fat-tailed, normal tempered stable variant have been established. The objective here is to empirically assess the adequacy of quanto-option pricing models. The v...

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Bibliographic Details
Main Authors: Holger Fink, Stefan Mittnik
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Journal of Risk and Financial Management
Subjects:
Online Access:https://www.mdpi.com/1911-8074/14/3/136
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spelling doaj-7a17bd601ac345b29867b63612ec43152021-03-24T00:03:59ZengMDPI AGJournal of Risk and Financial Management1911-80661911-80742021-03-011413613610.3390/jrfm14030136Quanto Pricing beyond Black–ScholesHolger Fink0Stefan Mittnik1Department of Computer Science and Mathematics, Munich University of Applied Sciences, Lothstr. 64, 80335 Munich, GermanyDepartment of Statistics, Ludwig-Maximilians-Universität München, Akademiestrasse 1/I, 80799 Munich, GermanySince their introduction, quanto options have steadily gained popularity. Matching Black–Scholes-type pricing models and, more recently, a fat-tailed, normal tempered stable variant have been established. The objective here is to empirically assess the adequacy of quanto-option pricing models. The validation of quanto-pricing models has been a challenge so far, due to the lack of comprehensive data records of exchange-traded quanto transactions. To overcome this, we make use of exchange-traded structured products. After deriving prices for composite options in the existing modeling framework, we propose a new calibration procedure, carry out extensive analyses of parameter stability and assess the goodness of fit for plain vanilla and exotic double-barrier options.https://www.mdpi.com/1911-8074/14/3/136normal tempered stable processLévy processquanto optionsNikkei 225calibrationparameter stability
collection DOAJ
language English
format Article
sources DOAJ
author Holger Fink
Stefan Mittnik
spellingShingle Holger Fink
Stefan Mittnik
Quanto Pricing beyond Black–Scholes
Journal of Risk and Financial Management
normal tempered stable process
Lévy process
quanto options
Nikkei 225
calibration
parameter stability
author_facet Holger Fink
Stefan Mittnik
author_sort Holger Fink
title Quanto Pricing beyond Black–Scholes
title_short Quanto Pricing beyond Black–Scholes
title_full Quanto Pricing beyond Black–Scholes
title_fullStr Quanto Pricing beyond Black–Scholes
title_full_unstemmed Quanto Pricing beyond Black–Scholes
title_sort quanto pricing beyond black–scholes
publisher MDPI AG
series Journal of Risk and Financial Management
issn 1911-8066
1911-8074
publishDate 2021-03-01
description Since their introduction, quanto options have steadily gained popularity. Matching Black–Scholes-type pricing models and, more recently, a fat-tailed, normal tempered stable variant have been established. The objective here is to empirically assess the adequacy of quanto-option pricing models. The validation of quanto-pricing models has been a challenge so far, due to the lack of comprehensive data records of exchange-traded quanto transactions. To overcome this, we make use of exchange-traded structured products. After deriving prices for composite options in the existing modeling framework, we propose a new calibration procedure, carry out extensive analyses of parameter stability and assess the goodness of fit for plain vanilla and exotic double-barrier options.
topic normal tempered stable process
Lévy process
quanto options
Nikkei 225
calibration
parameter stability
url https://www.mdpi.com/1911-8074/14/3/136
work_keys_str_mv AT holgerfink quantopricingbeyondblackscholes
AT stefanmittnik quantopricingbeyondblackscholes
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