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Model DCC-GARCH cu Rupturi Structurale×Modelul EGARCH cu Rupturi Structurale×
DomeniuEconometrieEconometrie
FamilieRegression modelRegression model
Anul apariției2002-20061990–1991
Autorul originalEngle (2002) for DCC; break-augmented extensions by Pelletier (2006) and subsequent literatureNelson (1991) for EGARCH; Lamoureux and Lastrapes (1990) for break-augmented GARCH variants
TipMultivariate volatility model with regime changeVolatility model with structural breaks
Sursa seminalăEngle, 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 ↗Nelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347–370. DOI ↗
Denumiri alternativeDCC-GARCH with structural breaks, break-adjusted DCC-GARCH, regime-shift DCC-GARCH, SB-DCC-GARCHSB-EGARCH, EGARCH with regime shifts, break-adjusted EGARCH, structural change EGARCH
Înrudite55
RezumatStructural 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.Structural Break EGARCH combines Nelson's Exponential GARCH framework with explicit allowance for one or more structural breaks in the volatility process. By letting the intercept and persistence parameters of the log-variance equation shift at detected break dates, the model avoids the spurious long-memory and inflated persistence that standard EGARCH suffers when the data contain regime changes.
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ScholarGateCompară metode: Structural break DCC-GARCH · Structural Break EGARCH. Preluat la 2026-06-17 de pe https://scholargate.app/ro/compare