Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia

We investigate the relative performance of a wide array of Value at Risk (VaR) models with the daily returns of Turkish (XU100) and Croatian (CROBEX) stock index prior to and during the ongoing financial crisis. In addition to widely used VaR models, we also study the behaviour of conditional and un...

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Main Authors: Bora Aktan, Saša Žiković
Format: Article
Language:deu
Published: Faculty of Economics University of Rijeka 2009-06-01
Series:Zbornik radova Ekonomskog fakulteta u Rijeci : časopis za ekonomsku teoriju i praksu
Subjects:
Online Access:https://www.efri.hr/sites/efri.hr/files/cr-collections/2/aktan-2009-1.pdf
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author Bora Aktan
Saša Žiković
author_facet Bora Aktan
Saša Žiković
author_sort Bora Aktan
collection DOAJ
description We investigate the relative performance of a wide array of Value at Risk (VaR) models with the daily returns of Turkish (XU100) and Croatian (CROBEX) stock index prior to and during the ongoing financial crisis. In addition to widely used VaR models, we also study the behaviour of conditional and unconditional extreme value theory (EVT) and hybrid historical simulation (HHS) models to generate 95, 99 and 99.5% confidence level estimates. Results indicate that during the crisis period all tested VaR model except EVT and HHS models seriously underpredict the true level of risk, with EVT models doing so at a higher cost of capital compared to HHS model
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spelling doaj.art-8cc7ec928f7d4d1fb17b0440bf5534212022-12-21T22:40:20ZdeuFaculty of Economics University of RijekaZbornik radova Ekonomskog fakulteta u Rijeci : časopis za ekonomsku teoriju i praksu1331-80042009-06-01271149170Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and CroatiaBora AktanSaša ŽikovićWe investigate the relative performance of a wide array of Value at Risk (VaR) models with the daily returns of Turkish (XU100) and Croatian (CROBEX) stock index prior to and during the ongoing financial crisis. In addition to widely used VaR models, we also study the behaviour of conditional and unconditional extreme value theory (EVT) and hybrid historical simulation (HHS) models to generate 95, 99 and 99.5% confidence level estimates. Results indicate that during the crisis period all tested VaR model except EVT and HHS models seriously underpredict the true level of risk, with EVT models doing so at a higher cost of capital compared to HHS modelhttps://www.efri.hr/sites/efri.hr/files/cr-collections/2/aktan-2009-1.pdfFinancial crisisEmerging marketsValue at RiskExtreme value theoryHybrid historical simulation
spellingShingle Bora Aktan
Saša Žiković
Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia
Zbornik radova Ekonomskog fakulteta u Rijeci : časopis za ekonomsku teoriju i praksu
Financial crisis
Emerging markets
Value at Risk
Extreme value theory
Hybrid historical simulation
title Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia
title_full Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia
title_fullStr Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia
title_full_unstemmed Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia
title_short Global financial crisis and VaR performance in emerging markets: A case of EU candidate states - Turkey and Croatia
title_sort global financial crisis and var performance in emerging markets a case of eu candidate states turkey and croatia
topic Financial crisis
Emerging markets
Value at Risk
Extreme value theory
Hybrid historical simulation
url https://www.efri.hr/sites/efri.hr/files/cr-collections/2/aktan-2009-1.pdf
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AT sasazikovic globalfinancialcrisisandvarperformanceinemergingmarketsacaseofeucandidatestatesturkeyandcroatia