Marginal expected shortfall: the Czech PX index case study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F17%3A10365152" target="_blank" >RIV/00216208:11320/17:10365152 - isvavai.cz</a>
Result on the web
<a href="https://msed.vse.cz/msed_2017/sbornik/introduction.html" target="_blank" >https://msed.vse.cz/msed_2017/sbornik/introduction.html</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Marginal expected shortfall: the Czech PX index case study
Original language description
The systemic risk is undoubtedly an important concept employed in the framework of modern risk regulatory systems as are Basel III in finance or Solvency II in insurance. This contribution primarily concentrates on a particular quantitative approach to measuring the systemic risk, which seems to be a significant risk in today's financial world (not solely in banks and insurance companies). The marginal expected shortfall measure is based on the well-known concept of the expected shortfall. More specifically, it can be regarded as a conditional version of the expected shortfall in which the global returns exceed a given market drop. We shall demonstrate that the marginal expected shortfall is a useful risk measure when studying the Prague Stock Exchange index and all its constituents. The corresponding modelling scheme is introduced and discussed. It is extended in such a way that one can describe time-varying dependencies using the multivariate GARCH modelling class. Moreover, such an econometric approach enables to forecast the capital shortfall over a potentially long period (e.g. a quarter or half year), which might be appreciated in financial and insurance practice.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10103 - Statistics and probability
Result continuities
Project
<a href="/en/project/GBP402%2F12%2FG097" target="_blank" >GBP402/12/G097: DYME-Dynamic Models in Economics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
The 11th International Days of Statistics and Economics: Conference Proceedings
ISBN
978-80-87990-12-4
ISSN
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e-ISSN
neuvedeno
Number of pages
10
Pages from-to
459-468
Publisher name
Melandrium
Place of publication
Slaný (CZ)
Event location
Praha
Event date
Sep 14, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000455325300045