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Fourier DCC-GARCH model×Model GARCH (predikcia volatility)×
OdborEkonometriaEkonometria
RodinaRegression modelRegression model
Rok vzniku2002 (DCC-GARCH); Fourier extension applied from mid-2010s onward1986
TvorcaEngle (2002) for DCC-GARCH; Fourier extension by Gallant (1981) and later applied in financial econometricsTim Bollerslev
TypMultivariate volatility model with smooth structural breaksConditional volatility 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 ↗Bollerslev, T. (1986). Generalized Autoregressive Conditional Heteroskedasticity. Journal of Econometrics, 31(3), 307–327. DOI ↗
Ďalšie názvyFourier DCC-GARCH, Fourier-augmented DCC-GARCH, DCC-GARCH with Fourier terms, smooth structural break DCC-GARCHGARCH, GARCH(1,1), conditional volatility model, GARCH Modeli (Oynaklık Tahmini)
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 Generalized Autoregressive Conditional Heteroskedasticity (GARCH) model, introduced by Tim Bollerslev in 1986, models the time-varying conditional variance of a financial time series. It captures volatility clustering and the ARCH effect, and is the standard tool for estimating risk and volatility in return series.
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ScholarGatePorovnať metódy: Fourier DCC-GARCH · GARCH Model. Získané 2026-06-18 z https://scholargate.app/sk/compare