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Modèle ARCH à Rupture Structurelle×Test de rupture structurelle de Zivot-Andrews×
DomaineÉconométrieÉconométrie
FamilleRegression modelRegression model
Année d'origine1982–19901992
Auteur d'origineEngle (1982) for ARCH; Lamoureux & Lastrapes (1990) for break-adjusted variance persistenceEric Zivot and Donald W. K. Andrews
TypeVolatility model with regime changeUnit root test with endogenous structural break
Source fondatriceEngle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50(4), 987–1007. DOI ↗Zivot, E., & Andrews, D. W. K. (1992). Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. Journal of Business & Economic Statistics, 10(3), 251–270. DOI ↗
AliasARCH with structural breaks, break-adjusted ARCH, regime-switching ARCH, SB-ARCHZA test, Zivot-Andrews unit root test, endogenous structural break unit root test, ZA structural break test
Apparentées56
RésuméThe 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 Zivot-Andrews (ZA) test is a unit root test that endogenously identifies the most likely location of a single structural break in a time series. Unlike the standard ADF test, it does not require the researcher to pre-specify when the break occurred, making it robust to data-driven regime shifts such as policy changes, financial crises, or major economic events.
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ScholarGateComparer des méthodes: Structural Break ARCH Model · Zivot-Andrews Structural Break Test. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare