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Model ARCH so štrukturálnymi zlomami×Model TGARCH (Threshold GARCH)×
OdborEkonometriaEkonometria
RodinaRegression modelRegression model
Rok vzniku1982–19901993-1994
TvorcaEngle (1982) for ARCH; Lamoureux & Lastrapes (1990) for break-adjusted variance persistenceZakoian (1994); Glosten, Jagannathan & Runkle (1993)
TypVolatility model with regime changeAsymmetric volatility model
Pôvodný zdrojEngle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50(4), 987–1007. DOI ↗Zakoian, J.-M. (1994). Threshold heteroskedastic models. Journal of Economic Dynamics and Control, 18(5), 931-955. DOI ↗
Ďalšie názvyARCH with structural breaks, break-adjusted ARCH, regime-switching ARCH, SB-ARCHThreshold GARCH, TGARCH, GJR-GARCH, asymmetric GARCH
Príbuzné56
ZhrnutieThe 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 Threshold GARCH (TGARCH) model extends the standard GARCH framework by allowing positive and negative return shocks to have asymmetric effects on conditional variance. Negative shocks — bad news — typically amplify volatility more than positive shocks of the same magnitude, a stylised fact known as the leverage effect. TGARCH captures this asymmetry through a threshold indicator that switches on when the previous period's shock was negative.
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ScholarGatePorovnať metódy: Structural Break ARCH Model · TGARCH model. Získané 2026-06-17 z https://scholargate.app/sk/compare