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Model Pekali Pemboleh Ubah Masa TGARCH×Model TGARCH (Threshold GARCH)×
BidangEkonometrikEkonometrik
KeluargaRegression modelRegression model
Tahun asal1990s–2000s1993-1994
PengasasExtension combining Zakoïan (1994) TGARCH and time-varying parameter methodsZakoian (1994); Glosten, Jagannathan & Runkle (1993)
JenisVolatility model with asymmetry and parameter evolutionAsymmetric volatility model
Sumber perintisZakoïan, 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 ↗
AliasTVP-TGARCH, time-varying TGARCH, threshold GARCH with time-varying parameters, TVP Threshold GARCHThreshold GARCH, TGARCH, GJR-GARCH, asymmetric GARCH
Berkaitan46
RingkasanThe 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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ScholarGateBandingkan kaedah: Time-varying parameter TGARCH model · TGARCH model. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare