Investigating relationship between gold price and crude oil price using interval data with copula based GARCH

© Springer International Publishing AG 2018. This study investigates and compares the performance of center method, equal weighted convex combination and unequal-weighted convex combination methods through various GARCH and copula-based approaches for the analysis of relationship between gold and cr...

Full description

Saved in:
Bibliographic Details
Main Authors: Teerawut Teetranont, Somsak Chanaim, Woraphon Yamaka, Songsak Sriboonchitta
Format: Book Series
Published: 2018
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85037834227&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/43888
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Chiang Mai University
id th-cmuir.6653943832-43888
record_format dspace
spelling th-cmuir.6653943832-438882018-01-24T04:14:46Z Investigating relationship between gold price and crude oil price using interval data with copula based GARCH Teerawut Teetranont Somsak Chanaim Woraphon Yamaka Songsak Sriboonchitta © Springer International Publishing AG 2018. This study investigates and compares the performance of center method, equal weighted convex combination and unequal-weighted convex combination methods through various GARCH and copula-based approaches for the analysis of relationship between gold and crude oil prices using interval data in Comex and Nymex tradings. The results of this study confirm that unequal-weighted convex combination method improves the estimation and it tends to perform better than both the center method and its equal-weighted variant. In addition, the marginal from the best fit GARCH model is used to measure dependence via copula function in the form of Student-t copula as selected according to the lowest AIC among all candidates. Finally, we can conclude that there exists the dependence between Comex and Nymex not only in the normal event, but also in the extreme event. 2018-01-24T04:14:46Z 2018-01-24T04:14:46Z 2018-01-01 Book Series 1860949X 2-s2.0-85037834227 10.1007/978-3-319-70942-0_47 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85037834227&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43888
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
description © Springer International Publishing AG 2018. This study investigates and compares the performance of center method, equal weighted convex combination and unequal-weighted convex combination methods through various GARCH and copula-based approaches for the analysis of relationship between gold and crude oil prices using interval data in Comex and Nymex tradings. The results of this study confirm that unequal-weighted convex combination method improves the estimation and it tends to perform better than both the center method and its equal-weighted variant. In addition, the marginal from the best fit GARCH model is used to measure dependence via copula function in the form of Student-t copula as selected according to the lowest AIC among all candidates. Finally, we can conclude that there exists the dependence between Comex and Nymex not only in the normal event, but also in the extreme event.
format Book Series
author Teerawut Teetranont
Somsak Chanaim
Woraphon Yamaka
Songsak Sriboonchitta
spellingShingle Teerawut Teetranont
Somsak Chanaim
Woraphon Yamaka
Songsak Sriboonchitta
Investigating relationship between gold price and crude oil price using interval data with copula based GARCH
author_facet Teerawut Teetranont
Somsak Chanaim
Woraphon Yamaka
Songsak Sriboonchitta
author_sort Teerawut Teetranont
title Investigating relationship between gold price and crude oil price using interval data with copula based GARCH
title_short Investigating relationship between gold price and crude oil price using interval data with copula based GARCH
title_full Investigating relationship between gold price and crude oil price using interval data with copula based GARCH
title_fullStr Investigating relationship between gold price and crude oil price using interval data with copula based GARCH
title_full_unstemmed Investigating relationship between gold price and crude oil price using interval data with copula based GARCH
title_sort investigating relationship between gold price and crude oil price using interval data with copula based garch
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85037834227&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/43888
_version_ 1681422457274105856