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Mô hình DCC-GARCH với điểm đứt gãy cấu trúc×TGARCH có Cấu trúc Gãy (Threshold GARCH với Cấu trúc Gãy)×
Lĩnh vựcKinh tế lượngKinh tế lượng
HọRegression modelRegression model
Năm ra đời2002-20061990-1993
Người khởi xướngEngle (2002) for DCC; break-augmented extensions by Pelletier (2006) and subsequent literatureLamoureux & Lastrapes (structural breaks in GARCH); Glosten, Jagannathan & Runkle (TGARCH/GJR-GARCH asymmetry)
LoạiMultivariate volatility model with regime changeVolatility model
Công trình gốcEngle, 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 ↗Lamoureux, C. G., & Lastrapes, W. D. (1990). Persistence in variance, structural change, and the GARCH model. Journal of Business & Economic Statistics, 8(2), 225-234. DOI ↗
Tên gọi khácDCC-GARCH with structural breaks, break-adjusted DCC-GARCH, regime-shift DCC-GARCH, SB-DCC-GARCHSB-TGARCH, threshold GARCH with structural breaks, GJR-GARCH with structural breaks, break-adjusted TGARCH
Liên quan53
Tóm tắtStructural 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 TGARCH extends the Threshold GARCH (GJR-GARCH) model to accommodate discrete, permanent shifts in the volatility process. By detecting structural breaks and incorporating them — either as regime-specific intercepts or dummy variables — the model separates genuine volatility persistence from spurious persistence induced by ignored regime changes, and preserves the asymmetric leverage effect that characterises equity and financial return data.
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ScholarGateSo sánh phương pháp: Structural break DCC-GARCH · Structural Break TGARCH. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare