The new hybrid value at risk approach based on the extreme value theory

In this paper the authors introduce a new hybrid approach based on the Extreme Value Theory (EVT) to joint estimation of Value at Risk (VaR) and Expected Shortfall (ES) for high quantiles of return distributions. The approach is suitable for measuring market risk in the emerging markets. It is desig...

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Autores principales: Radivojević,Nikola, Cvjetković,Milena, Stepanov,Saša
Lenguaje:English
Publicado: Universidad de Chile. Departamento de Economía 2016
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Acceso en línea:http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-52862016000100002
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spelling oai:scielo:S0718-528620160001000022016-07-22The new hybrid value at risk approach based on the extreme value theoryRadivojević,NikolaCvjetković,MilenaStepanov,Saša Value at Risk Extreme Value Theory Expected Shortfall emerging markets market risk In this paper the authors introduce a new hybrid approach based on the Extreme Value Theory (EVT) to joint estimation of Value at Risk (VaR) and Expected Shortfall (ES) for high quantiles of return distributions. The approach is suitable for measuring market risk in the emerging markets. It is designed to capture the empirical features of returns with emerging markets, such as leptokurtosis, asymmetry, autocorrelation and heteroscedasticity.info:eu-repo/semantics/openAccessUniversidad de Chile. Departamento de EconomíaEstudios de economía v.43 n.1 20162016-06-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-52862016000100002en10.4067/S0718-52862016000100002
institution Scielo Chile
collection Scielo Chile
language English
topic Value at Risk
Extreme Value Theory
Expected Shortfall
emerging markets
market risk
spellingShingle Value at Risk
Extreme Value Theory
Expected Shortfall
emerging markets
market risk
Radivojević,Nikola
Cvjetković,Milena
Stepanov,Saša
The new hybrid value at risk approach based on the extreme value theory
description In this paper the authors introduce a new hybrid approach based on the Extreme Value Theory (EVT) to joint estimation of Value at Risk (VaR) and Expected Shortfall (ES) for high quantiles of return distributions. The approach is suitable for measuring market risk in the emerging markets. It is designed to capture the empirical features of returns with emerging markets, such as leptokurtosis, asymmetry, autocorrelation and heteroscedasticity.
author Radivojević,Nikola
Cvjetković,Milena
Stepanov,Saša
author_facet Radivojević,Nikola
Cvjetković,Milena
Stepanov,Saša
author_sort Radivojević,Nikola
title The new hybrid value at risk approach based on the extreme value theory
title_short The new hybrid value at risk approach based on the extreme value theory
title_full The new hybrid value at risk approach based on the extreme value theory
title_fullStr The new hybrid value at risk approach based on the extreme value theory
title_full_unstemmed The new hybrid value at risk approach based on the extreme value theory
title_sort new hybrid value at risk approach based on the extreme value theory
publisher Universidad de Chile. Departamento de Economía
publishDate 2016
url http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-52862016000100002
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