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Model DCC-GARCH sa vremenski promenljivim parametrima×DCC-GARCH model (dinamička uslovna korelacija)×
OblastEkonometrijaEkonometrija
PorodicaRegression modelRegression model
Godina nastanka2002 (DCC-GARCH); TVP extension 2010s2002
TvoracRobert F. Engle (DCC-GARCH); TVP extension developed in applied finance literatureRobert F. Engle
TipMultivariate volatility model with time-varying correlationMultivariate volatility model
Temeljni izvorEngle, R. (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 naziviTVP-DCC-GARCH, time-varying DCC-GARCH, dynamic conditional correlation GARCH with TVP, TVP dynamic conditional correlation modelDCC-GARCH, Dynamic Conditional Correlation GARCH, Engle DCC model, multivariate DCC
Srodne45
SažetakThe TVP-DCC-GARCH model extends the Dynamic Conditional Correlation GARCH framework by allowing not only the pairwise correlations but also the underlying model parameters to evolve continuously over time. It captures structural shifts in volatility dynamics and cross-asset dependence, making it essential for financial risk modelling in non-stationary environments.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: Time-varying parameter DCC-GARCH model · DCC-GARCH model. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare