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Modelis ar strukturālām pārtraukuma vietām DCC-GARCH×DCC-GARCH modelis (Dynamic Conditional Correlation)×
NozareEkonometrijaEkonometrija
SaimeRegression modelRegression model
Izcelsmes gads2002-20062002
AutorsEngle (2002) for DCC; break-augmented extensions by Pelletier (2006) and subsequent literatureRobert F. Engle
TipsMultivariate volatility model with regime changeMultivariate volatility model
PirmavotsEngle, 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 ↗
Citi nosaukumiDCC-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
Saistītās55
KopsavilkumsStructural 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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ScholarGateSalīdzināt metodes: Structural break DCC-GARCH · DCC-GARCH model. Izgūts 2026-06-18 no https://scholargate.app/lv/compare