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DCC-GARCH model sa strukturnim lomovima×DCC-GARCH model (dinamička uslovna korelacija)×
OblastEkonometrijaEkonometrija
PorodicaRegression modelRegression model
Godina nastanka2002-20062002
TvoracEngle (2002) for DCC; break-augmented extensions by Pelletier (2006) and subsequent literatureRobert F. Engle
TipMultivariate volatility model with regime changeMultivariate volatility model
Temeljni izvorEngle, R. F. (2002). Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business and Economic Statistics, 20(3), 339-350. DOI ↗Engle, R. F. (2002). Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business and Economic Statistics, 20(3), 339-350. DOI ↗
Drugi naziviDCC-GARCH with structural breaks, break-adjusted DCC-GARCH, regime-shift DCC-GARCH, SB-DCC-GARCHDCC-GARCH, Dynamic Conditional Correlation GARCH, Engle DCC model, multivariate DCC
Srodne55
SažetakStructural break DCC-GARCH extends Engle's Dynamic Conditional Correlation GARCH framework by explicitly allowing the correlation and volatility structure to shift at one or more structural break points in the sample. It models time-varying co-volatility between multiple financial series while accounting for sudden regime changes caused by crises, policy shifts, or market microstructure changes.The DCC-GARCH model, introduced by Engle (2002), extends univariate GARCH to capture time-varying correlations between multiple financial time series. It decomposes the multivariate conditional covariance matrix into individual volatility processes and a dynamic correlation matrix, allowing correlations to fluctuate over time while remaining computationally tractable even with many series.
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ScholarGateUporedite metode: Structural break DCC-GARCH · DCC-GARCH model. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare