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Modeli Jo-linear EGARCH×Modeli TGARCH (Threshold GARCH)×
FushaEkonometriEkonometri
FamiljaRegression modelRegression model
Viti i origjinës19911993-1994
KrijuesiDaniel B. NelsonZakoian (1994); Glosten, Jagannathan & Runkle (1993)
LlojiConditional volatility modelAsymmetric volatility model
Burimi themeluesNelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347–370. DOI ↗Zakoian, J.-M. (1994). Threshold heteroskedastic models. Journal of Economic Dynamics and Control, 18(5), 931-955. DOI ↗
Emërtime të tjeraNL-EGARCH, nonlinear exponential GARCH, asymmetric EGARCH, NEGARCHThreshold GARCH, TGARCH, GJR-GARCH, asymmetric GARCH
Të lidhura56
PërmbledhjaThe Nonlinear EGARCH model extends Nelson's (1991) Exponential GARCH by allowing the news impact function to take a flexible nonlinear form, capturing asymmetric and nonlinear responses of conditional volatility to past shocks. It is widely used in financial econometrics to model leverage effects and complex volatility dynamics in asset returns.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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ScholarGateKrahasoni metodat: Nonlinear EGARCH model · TGARCH model. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare