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Model TGARCH z szeregami Fouriera×Model Fouriera GARCH×
DziedzinaEkonometriaEkonometria
RodzinaRegression modelRegression model
Rok powstania1994 / 20122000–2012
TwórcaZakoian (1994) for TGARCH; Enders and Lee (2012) for Fourier approximation frameworkLudlow & Enders (2000); extended by Enders & Lee (2012) Fourier framework
TypVolatility model with asymmetric leverage and Fourier smooth breaksVolatility model
Źródło pierwotneZakoian, J.-M. (1994). Threshold heteroskedastic models. Journal of Economic Dynamics and Control, 18(5), 931-955. DOI ↗Ludlow, J., & Enders, W. (2000). Estimating non-linear ARMA models using Fourier coefficients. International Journal of Forecasting, 16(3), 333–347. DOI ↗
Inne nazwyFourier TGARCH, Fourier Threshold GARCH, Fourier GJR-GARCH, smooth structural break TGARCHFourier GARCH, Fourier-flexible GARCH, GARCH with Fourier terms, smooth-break GARCH
Pokrewne55
PodsumowanieThe Fourier TGARCH model extends the Threshold GARCH framework by embedding Fourier trigonometric terms in the conditional variance equation to capture smooth, gradual structural breaks in volatility dynamics. It jointly models asymmetric leverage effects — where negative shocks amplify volatility more than positive shocks of the same magnitude — and time-varying intercept shifts caused by unobserved structural change.The Fourier GARCH model embeds trigonometric Fourier terms into a standard GARCH framework to capture smooth, gradual shifts in the conditional variance process without requiring knowledge of exact structural break dates. By approximating unknown break patterns with sinusoidal functions, it jointly models volatility clustering and time-varying unconditional variance.
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  1. v1
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  3. PUBLISHED

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ScholarGatePorównaj metody: Fourier TGARCH · Fourier GARCH Model. Pobrano 2026-06-19 z https://scholargate.app/pl/compare