Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints

In this paper, we deal with the pricing of European options in an incomplete market. We use the common risk measures Value-at-Risk and Expected Shortfall to define good-deals on a financial market with log-normally distributed rate of returns. We show that the pricing bounds obtained from the Value-...

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Main Authors: Sascha Desmettre, Christian Laudagé, Jörn Sass
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/8/4/114
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author Sascha Desmettre
Christian Laudagé
Jörn Sass
author_facet Sascha Desmettre
Christian Laudagé
Jörn Sass
author_sort Sascha Desmettre
collection DOAJ
description In this paper, we deal with the pricing of European options in an incomplete market. We use the common risk measures Value-at-Risk and Expected Shortfall to define good-deals on a financial market with log-normally distributed rate of returns. We show that the pricing bounds obtained from the Value-at-Risk admit a non-smooth behavior under parameter changes. Additionally, we find situations in which the seller’s bound for a call option is smaller than the buyer’s bound. We identify the missing convexity of the Value-at-Risk as main reason for this behavior. Due to the strong connection between good-deal bounds and the theory of risk measures, we further obtain new insights in the finiteness and the continuity of risk measures based on multiple eligible assets in our setting.
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spelling doaj.art-632705ed8efe4394ad58a754d9ac15432023-11-20T19:12:00ZengMDPI AGRisks2227-90912020-10-018411410.3390/risks8040114Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall ConstraintsSascha Desmettre0Christian Laudagé1Jörn Sass2Institute of Financial Mathematics and Applied Number Theory, Johannes Kepler University Linz, Altenbergerstraße 69, 4040 Linz, AustriaDepartment of Financial Mathematics, Fraunhofer Institute for Industrial Mathematics ITWM, Fraunhofer-Platz 1, 67663 Kaiserslautern, GermanyDepartment of Mathematics, University of Kaiserslautern, Erwin-Schrödinger-Straße, 67663 Kaiserslautern, GermanyIn this paper, we deal with the pricing of European options in an incomplete market. We use the common risk measures Value-at-Risk and Expected Shortfall to define good-deals on a financial market with log-normally distributed rate of returns. We show that the pricing bounds obtained from the Value-at-Risk admit a non-smooth behavior under parameter changes. Additionally, we find situations in which the seller’s bound for a call option is smaller than the buyer’s bound. We identify the missing convexity of the Value-at-Risk as main reason for this behavior. Due to the strong connection between good-deal bounds and the theory of risk measures, we further obtain new insights in the finiteness and the continuity of risk measures based on multiple eligible assets in our setting.https://www.mdpi.com/2227-9091/8/4/114good-deal boundsrisk measuresmultiple eligible assetsValue-at-RiskExpected Shortfall
spellingShingle Sascha Desmettre
Christian Laudagé
Jörn Sass
Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints
Risks
good-deal bounds
risk measures
multiple eligible assets
Value-at-Risk
Expected Shortfall
title Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints
title_full Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints
title_fullStr Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints
title_full_unstemmed Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints
title_short Good-Deal Bounds for Option Prices under Value-at-Risk and Expected Shortfall Constraints
title_sort good deal bounds for option prices under value at risk and expected shortfall constraints
topic good-deal bounds
risk measures
multiple eligible assets
Value-at-Risk
Expected Shortfall
url https://www.mdpi.com/2227-9091/8/4/114
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