Modelling co-movement and portfolio optimization of gold and global major currencies

© Springer International Publishing AG 2016. This study aims to investigate the co-movement of gold and global major currencies. We propose several time-varying copula-based GARCH models to measure the co-movement of gold and exchange rate returns and construct the optimized portfolio under copula-b...

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Main Authors: Rattanasorn M., Liu J., Sirisrisakulchai J., Sriboonchitta S.
Format: Book Series
Published: 2017
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85005952291&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/42346
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-423462017-09-28T04:26:30Z Modelling co-movement and portfolio optimization of gold and global major currencies Rattanasorn M. Liu J. Sirisrisakulchai J. Sriboonchitta S. © Springer International Publishing AG 2016. This study aims to investigate the co-movement of gold and global major currencies. We propose several time-varying copula-based GARCH models to measure the co-movement of gold and exchange rate returns and construct the optimized portfolio under copula-based models with modern portfolio theory. The empirical results show that all of the exchange rates are positively correlated with gold, except for USD. With the exception of AUD and GBP, all other exchange rates exhibit a significantly time-varying dependence which is beneficial for portfolio diversification opportunities. We construct optimization problems based on modern portfolio theory and mean-variance portfolio. Our results suggest that the maximum Sharpe ratio portfolio outperformed both an equally weighted portfolio and a conventional Markowitz portfolio model. Finally, USD and gold are the best portfolio and their cumulative return of investment is about 20% over five years. 2017-09-28T04:26:30Z 2017-09-28T04:26:30Z 2016-01-01 Book Series 03029743 2-s2.0-85005952291 10.1007/978-3-319-49046-5_52 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85005952291&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42346
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
description © Springer International Publishing AG 2016. This study aims to investigate the co-movement of gold and global major currencies. We propose several time-varying copula-based GARCH models to measure the co-movement of gold and exchange rate returns and construct the optimized portfolio under copula-based models with modern portfolio theory. The empirical results show that all of the exchange rates are positively correlated with gold, except for USD. With the exception of AUD and GBP, all other exchange rates exhibit a significantly time-varying dependence which is beneficial for portfolio diversification opportunities. We construct optimization problems based on modern portfolio theory and mean-variance portfolio. Our results suggest that the maximum Sharpe ratio portfolio outperformed both an equally weighted portfolio and a conventional Markowitz portfolio model. Finally, USD and gold are the best portfolio and their cumulative return of investment is about 20% over five years.
format Book Series
author Rattanasorn M.
Liu J.
Sirisrisakulchai J.
Sriboonchitta S.
spellingShingle Rattanasorn M.
Liu J.
Sirisrisakulchai J.
Sriboonchitta S.
Modelling co-movement and portfolio optimization of gold and global major currencies
author_facet Rattanasorn M.
Liu J.
Sirisrisakulchai J.
Sriboonchitta S.
author_sort Rattanasorn M.
title Modelling co-movement and portfolio optimization of gold and global major currencies
title_short Modelling co-movement and portfolio optimization of gold and global major currencies
title_full Modelling co-movement and portfolio optimization of gold and global major currencies
title_fullStr Modelling co-movement and portfolio optimization of gold and global major currencies
title_full_unstemmed Modelling co-movement and portfolio optimization of gold and global major currencies
title_sort modelling co-movement and portfolio optimization of gold and global major currencies
publishDate 2017
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85005952291&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/42346
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