Modelling Counterparty Credit Risk in Czech Interest Rate Swaps

According to the Basel Committee’s estimate, three quarters of counterparty credit risk losses during the financial crisis in 2008 originate from credit valuation adjustment’s losses and not from actual defaults. Therefore, from 2015, the Third Basel Accord (EU, 2013a) and (EU, 2013b) instructed ban...

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Main Authors: Lenka Křivánková, Silvie Zlatošová
Format: Article
Language:English
Published: Mendel University Press 2017-01-01
Series:Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis
Subjects:
Online Access:https://acta.mendelu.cz/65/3/1015/
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author Lenka Křivánková
Silvie Zlatošová
author_facet Lenka Křivánková
Silvie Zlatošová
author_sort Lenka Křivánková
collection DOAJ
description According to the Basel Committee’s estimate, three quarters of counterparty credit risk losses during the financial crisis in 2008 originate from credit valuation adjustment’s losses and not from actual defaults. Therefore, from 2015, the Third Basel Accord (EU, 2013a) and (EU, 2013b) instructed banks to calculate the capital requirement for the risk of credit valuation adjustment (CVA). Banks are trying to model CVA to hold the prescribed standards and also reach the lowest possible impact on their profit. In this paper, we try to model CVA using methods that are in compliance with the prescribed standards and also achieve the smallest possible impact on the bank’s earnings. To do so, a data set of interest rate swaps from 2015 is used. The interest rate term structure is simulated using the Hull-White one-factor model and Monte Carlo methods. Then, the probability of default for each counterparty is constructed. A safe level of CVA is reached in spite of the calculated the CVA achieving a lower level than CVA previously used by the bank. This allows a reduction of capital requirements for banks.
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spelling doaj.art-2f2d9429ec9d41e48f44b0e41ddf93212022-12-22T01:17:02ZengMendel University PressActa Universitatis Agriculturae et Silviculturae Mendelianae Brunensis1211-85162464-83102017-01-016531015102210.11118/actaun201765031015Modelling Counterparty Credit Risk in Czech Interest Rate SwapsLenka Křivánková0Silvie Zlatošová1Department of Mathematics and Statistics, the Faculty of Science, Masaryk University, Žerotínovo náměstí 617/9, 601 77 Brno, Czech RepublicDepartment of Finance, the Faculty of Economics and Administration, Masaryk University, Žerotínovo náměstí 617/9, 601 77 Brno, Czech RepublicAccording to the Basel Committee’s estimate, three quarters of counterparty credit risk losses during the financial crisis in 2008 originate from credit valuation adjustment’s losses and not from actual defaults. Therefore, from 2015, the Third Basel Accord (EU, 2013a) and (EU, 2013b) instructed banks to calculate the capital requirement for the risk of credit valuation adjustment (CVA). Banks are trying to model CVA to hold the prescribed standards and also reach the lowest possible impact on their profit. In this paper, we try to model CVA using methods that are in compliance with the prescribed standards and also achieve the smallest possible impact on the bank’s earnings. To do so, a data set of interest rate swaps from 2015 is used. The interest rate term structure is simulated using the Hull-White one-factor model and Monte Carlo methods. Then, the probability of default for each counterparty is constructed. A safe level of CVA is reached in spite of the calculated the CVA achieving a lower level than CVA previously used by the bank. This allows a reduction of capital requirements for banks.https://acta.mendelu.cz/65/3/1015/counterparty credit riskcredit valuation adjustmentprobability of defaultinterest rate swapsyield curveHull-White model
spellingShingle Lenka Křivánková
Silvie Zlatošová
Modelling Counterparty Credit Risk in Czech Interest Rate Swaps
Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis
counterparty credit risk
credit valuation adjustment
probability of default
interest rate swaps
yield curve
Hull-White model
title Modelling Counterparty Credit Risk in Czech Interest Rate Swaps
title_full Modelling Counterparty Credit Risk in Czech Interest Rate Swaps
title_fullStr Modelling Counterparty Credit Risk in Czech Interest Rate Swaps
title_full_unstemmed Modelling Counterparty Credit Risk in Czech Interest Rate Swaps
title_short Modelling Counterparty Credit Risk in Czech Interest Rate Swaps
title_sort modelling counterparty credit risk in czech interest rate swaps
topic counterparty credit risk
credit valuation adjustment
probability of default
interest rate swaps
yield curve
Hull-White model
url https://acta.mendelu.cz/65/3/1015/
work_keys_str_mv AT lenkakrivankova modellingcounterpartycreditriskinczechinterestrateswaps
AT silviezlatosova modellingcounterpartycreditriskinczechinterestrateswaps