Engle-Granger Cointegration Analysis Between GARCHType Volatilities of Gold and Silver Returns

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dc.contributor.authorArı, Yakup
dc.date.accessioned2026-01-24T12:00:57Z
dc.date.available2026-01-24T12:00:57Z
dc.date.issued2021
dc.departmentAlanya Alaaddin Keykubat Üniversitesi
dc.description.abstractThe aim of this study is to reveal the cointegration relationship between the volatility of silver and gold returns. For this purpose, the volatility of silver and gold returns is modeled with GARCH-type models. The volatility data of the returns are obtained from 10 different GARCH-type models and using 8 different probability distributions in these models. The most adequate fit models for the volatility of silver and gold returns are found as ALLGARCH (1,1) and AVGARCH (1,1), respectively, where innovations are normal inverse Gaussian distributed. Volatility data are obtained from these models and it is determined that they are not stationary at the level. Therefore, the long-run and short-run relationships between the two volatilities are tested by the two-step Engle-Granger Cointegration method. Furthermore, the volatility spillover from silver returns to gold returns is shown by using the squared standardized residuals of the volatility model of silver returns as an exogenous variable in the nig-AVGARCH (1,1) volatility model of gold returns. It is concluded that the volatilities of silver and gold returns are cointegrated and the deviation from long-run equilibrium is rebalanced within 20 days.
dc.identifier.doi10.29023/alanyaakademik.838284
dc.identifier.endpage618
dc.identifier.issn2547-9733
dc.identifier.issn2651-4192
dc.identifier.issue2
dc.identifier.startpage589
dc.identifier.trdizinid479562
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/479562
dc.identifier.urihttps://doi.org/10.29023/alanyaakademik.838284
dc.identifier.urihttps://hdl.handle.net/20.500.12868/3836
dc.identifier.volume5
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofAlanya Akademik Bakış
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_TR-Dizin_20260121
dc.subjectMatematik,İstatistik ve Olasılık
dc.titleEngle-Granger Cointegration Analysis Between GARCHType Volatilities of Gold and Silver Returns
dc.typeArticle

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