The role of Asian credit default swap index in portfolio risk management

� Springer International Publishing AG 2017. This paper aims at evaluating the performance of Asian Credit Default Swap (CDS) index in risk measurement and portfolio optimization by using several multivariate copulas-GARCH models with Expected Shortfall and Sharpe ratio. Multivariate copula-GARCH...

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Main Authors: Jianxu Liu, Chatchai Khiewngamdee, Songsak Sriboonchitta
Format: Book Series
Published: 2018
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Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012937523&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/46696
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-466962018-04-25T07:27:52Z The role of Asian credit default swap index in portfolio risk management Jianxu Liu Chatchai Khiewngamdee Songsak Sriboonchitta Agricultural and Biological Sciences � Springer International Publishing AG 2017. This paper aims at evaluating the performance of Asian Credit Default Swap (CDS) index in risk measurement and portfolio optimization by using several multivariate copulas-GARCH models with Expected Shortfall and Sharpe ratio. Multivariate copula-GARCH models consider the volatility and dependence structures of financial assets so that they are conductive to accurately predict risk and optimal portfolio. We find that vine copulas have better performance than other multivariate copulas in model estimation, while the multivariate T copulas have better performance than other kinds of copulas in risk measurement and portfolio optimization. Therefore, the model estimation, risk measurement, and portfolio optimization in empirical study should use different copula models. More importantly, the empirical results give evidences that Asian CDS index can reduce risk. 2018-04-25T06:59:38Z 2018-04-25T06:59:38Z 2017-02-01 Book Series 1860949X 2-s2.0-85012937523 10.1007/978-3-319-50742-2_26 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012937523&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/46696
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Agricultural and Biological Sciences
spellingShingle Agricultural and Biological Sciences
Jianxu Liu
Chatchai Khiewngamdee
Songsak Sriboonchitta
The role of Asian credit default swap index in portfolio risk management
description � Springer International Publishing AG 2017. This paper aims at evaluating the performance of Asian Credit Default Swap (CDS) index in risk measurement and portfolio optimization by using several multivariate copulas-GARCH models with Expected Shortfall and Sharpe ratio. Multivariate copula-GARCH models consider the volatility and dependence structures of financial assets so that they are conductive to accurately predict risk and optimal portfolio. We find that vine copulas have better performance than other multivariate copulas in model estimation, while the multivariate T copulas have better performance than other kinds of copulas in risk measurement and portfolio optimization. Therefore, the model estimation, risk measurement, and portfolio optimization in empirical study should use different copula models. More importantly, the empirical results give evidences that Asian CDS index can reduce risk.
format Book Series
author Jianxu Liu
Chatchai Khiewngamdee
Songsak Sriboonchitta
author_facet Jianxu Liu
Chatchai Khiewngamdee
Songsak Sriboonchitta
author_sort Jianxu Liu
title The role of Asian credit default swap index in portfolio risk management
title_short The role of Asian credit default swap index in portfolio risk management
title_full The role of Asian credit default swap index in portfolio risk management
title_fullStr The role of Asian credit default swap index in portfolio risk management
title_full_unstemmed The role of Asian credit default swap index in portfolio risk management
title_sort role of asian credit default swap index in portfolio risk management
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85012937523&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/46696
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