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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

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&apos;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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • 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

  • 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