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Fourier DCC-GARCH model×Fourier GARCH model×
OdborEkonometriaEkonometria
RodinaRegression modelRegression model
Rok vzniku2002 (DCC-GARCH); Fourier extension applied from mid-2010s onward2000–2012
TvorcaEngle (2002) for DCC-GARCH; Fourier extension by Gallant (1981) and later applied in financial econometricsLudlow & Enders (2000); extended by Enders & Lee (2012) Fourier framework
TypMultivariate volatility model with smooth structural breaksVolatility model
Pôvodný zdrojEngle, R. (2002). Dynamic conditional correlations: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business and Economic Statistics, 20(3), 339-350. link ↗Ludlow, J., & Enders, W. (2000). Estimating non-linear ARMA models using Fourier coefficients. International Journal of Forecasting, 16(3), 333–347. DOI ↗
Ďalšie názvyFourier DCC-GARCH, Fourier-augmented DCC-GARCH, DCC-GARCH with Fourier terms, smooth structural break DCC-GARCHFourier GARCH, Fourier-flexible GARCH, GARCH with Fourier terms, smooth-break GARCH
Príbuzné55
ZhrnutieThe Fourier DCC-GARCH model extends Engle's Dynamic Conditional Correlation GARCH framework by embedding Fourier trigonometric terms in the conditional mean or variance equations. This allows the model to approximate smooth, gradual structural shifts in volatility dynamics and inter-asset correlations without requiring knowledge of the number or timing of break points.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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ScholarGatePorovnať metódy: Fourier DCC-GARCH · Fourier GARCH Model. Získané 2026-06-19 z https://scholargate.app/sk/compare