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Modeli TVP-TGARCH×Modeli TGARCH (Threshold GARCH)×
FushaEkonometriEkonometri
FamiljaRegression modelRegression model
Viti i origjinës1990s–2000s1993-1994
KrijuesiExtension combining Zakoïan (1994) TGARCH and time-varying parameter methodsZakoian (1994); Glosten, Jagannathan & Runkle (1993)
LlojiVolatility model with asymmetry and parameter evolutionAsymmetric volatility model
Burimi themeluesZakoïan, J.-M. (1994). Threshold heteroskedastic models. Journal of Economic Dynamics and Control, 18(5), 931–955. DOI ↗Zakoian, J.-M. (1994). Threshold heteroskedastic models. Journal of Economic Dynamics and Control, 18(5), 931-955. DOI ↗
Emërtime të tjeraTVP-TGARCH, time-varying TGARCH, threshold GARCH with time-varying parameters, TVP Threshold GARCHThreshold GARCH, TGARCH, GJR-GARCH, asymmetric GARCH
Të lidhura46
PërmbledhjaThe TVP-TGARCH model extends Threshold GARCH by allowing its volatility parameters to evolve over time via a state-space representation. It captures both the leverage effect — that negative return shocks increase volatility more than positive ones — and structural change in that asymmetry, making it well-suited for long financial time series subject to regime shifts.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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  3. PUBLISHED

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ScholarGateKrahasoni metodat: Time-varying parameter TGARCH model · TGARCH model. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare