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Astin Bulletin
Article
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zbMATH Open
Article . 2018
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Astin Bulletin
Article . 2017 . Peer-reviewed
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Article . 2017 . Peer-reviewed
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SYSTEMIC RISK: AN ASYMPTOTIC EVALUATION

Systemic risk: an asymptotic evaluation
Authors: Asimit, A.V.; Li, J.;

SYSTEMIC RISK: AN ASYMPTOTIC EVALUATION

Abstract

AbstractSystemic risk (SR) has been shown to play an important role in explaining the financial turmoils in the last several decades and understanding this source of risk has been a particular interest amongst academics, practitioners and regulators. The precise mathematical formulation of SR is still scrutinised, but the main purpose is to evaluate the financial distress of a system as a result of the failure of one component of the financial system in question. Many of the mathematical definitions of SR are based on evaluating expectations in extreme regions and therefore, Extreme Value Theory (EVT) represents the key ingredient in producing valuable estimates of SR and even its decomposition per individual components of the entire system. Without doubt, the prescribed dependence model amongst the system components has a major impact over our asymptotic approximations. Thus, this paper considers various well-known dependence models in the EVT literature that allow us to generate SR estimates. Our findings reveal that SR has a significant impact under asymptotic dependence, while weak tail dependence, known as asymptotic independence, produces an insignificant loss over the regulatory capital.

Country
United Kingdom
Related Organizations
Keywords

Extreme value theory; extremal stochastic processes, Applications of statistics to actuarial sciences and financial mathematics, asymptotics, Risk theory, insurance, rapid variation, systemic risk, regular variation, dependence, MAX-domain of attraction

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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
25
Top 10%
Top 10%
Average
Green
bronze