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| Fourier EGARCH: Modeliranje volatilnosti s glatkim strukturnim promjenama× | EGARCH (Exponential GARCH)× | |
|---|---|---|
| Područje | Ekonometrija | Ekonometrija |
| Obitelj | Regression model | Regression model |
| Godina nastanka≠ | 2010s | 1991 |
| Tvorac≠ | Extension of Nelson (1991) EGARCH using Fourier approximation frameworks | Nelson |
| Vrsta≠ | Volatility model with smooth structural breaks | Conditional volatility model (asymmetric GARCH variant) |
| Temeljni izvor≠ | Enders, W., & Lee, J. (2012). A unit root test using a Fourier series to approximate smooth breaks. Oxford Bulletin of Economics and Statistics, 74(4), 574-599. DOI ↗ | Nelson, D. B. (1991). Conditional Heteroskedasticity in Asset Returns: A New Approach. Econometrica, 59(2), 347-370. DOI ↗ |
| Drugi nazivi | Fourier-EGARCH, F-EGARCH, Fourier exponential GARCH, smooth structural break EGARCH | exponential GARCH, Nelson's EGARCH, asymmetric GARCH, EGARCH — Üstel GARCH |
| Srodne≠ | 3 | 4 |
| Sažetak≠ | Fourier EGARCH extends Nelson's (1991) Exponential GARCH model by embedding Fourier trigonometric terms in the conditional variance equation to capture smooth, gradual shifts in the unconditional variance level over time. This allows the model to handle structural breaks in volatility without requiring prior knowledge of their timing or number. | EGARCH is an asymmetric GARCH variant, introduced by Nelson in 1991, that models the leverage effect in which bad news raises volatility more than good news of the same size. It captures the negative-shock asymmetry of financial return series by modelling the logarithm of the conditional variance. |
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