A note on the impact of parameter uncertainty on barrier derivatives

  • This paper presents a comprehensive extension of pricing two-dimensional derivatives depending on two barrier constraints. We assume randomness on the covariance matrix as a way of generalizing. We analyse common barrier derivatives, enabling us to study parameter uncertainty and the risk related to the estimation procedure (estimation risk). In particular, we use the distribution of empirical parameters from IBM and EURO STOXX50. The evidence suggests that estimation risk should not be neglected in the context of multidimensional barrier derivatives, as it could cause price differences of up to 70%.

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Author:Marcos Escobar, Sven Panz
URN:urn:nbn:de:hebis:30:3-442216
DOI:https://doi.org/10.3390/risks4040035
ISSN:2227-9091
Parent Title (English):Risks
Publisher:MDPI
Place of publication:Basel
Contributor(s):Mogens Steffensen
Document Type:Article
Language:English
Date of Publication (online):2017/06/19
Year of first Publication:2016
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2017/06/19
Tag:barrier options; estimation risk; random covariance; structured products
Volume:4
Issue:4, Art. 35
Page Number:25
First Page:1
Last Page:25
Note:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. (CC BY 4.0).
HeBIS-PPN:430462530
Institutes:Wirtschaftswissenschaften / Wirtschaftswissenschaften
Dewey Decimal Classification:3 Sozialwissenschaften / 33 Wirtschaft / 330 Wirtschaft
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - Namensnennung 4.0