So sánh phương pháp

	Mô hình ARCH với Đứt gãy Cấu trúc	Mô hình ARCH (Autoregressive Conditional Heteroskedasticity)
Lĩnh vực	Kinh tế lượng	Kinh tế lượng
Họ	Regression model	Regression model
Năm ra đời	1982–1990	1982
Người khởi xướng	Engle (1982) for ARCH; Lamoureux & Lastrapes (1990) for break-adjusted variance persistence	Robert F. Engle
Loại	Volatility model with regime change	Conditional volatility model
Công trình gốc	Engle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50(4), 987–1007.	Engle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50(4), 987–1007.
Tên gọi khác	ARCH with structural breaks, break-adjusted ARCH, regime-switching ARCH, SB-ARCH	ARCH, autoregressive conditional heteroskedasticity, Engle ARCH, conditional variance model
Liên quan	5	6
Tóm tắt	The Structural Break ARCH model extends Engle's (1982) Autoregressive Conditional Heteroscedasticity framework by explicitly accounting for abrupt, permanent shifts in the conditional variance process. Ignoring structural breaks in variance causes ARCH parameters to appear spuriously persistent, so incorporating break dummies or regime-specific parameters yields more accurate volatility estimates and better model fit.	The ARCH model, introduced by Robert Engle in 1982, captures time-varying volatility in financial and macroeconomic time series. It models the conditional variance of today's error as a function of past squared errors, explaining why volatile periods cluster together — a phenomenon known as volatility clustering.