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임계값 및 평활-전환 VAR (TVAR / STVAR)×지수적 GARCH (EGARCH)×GJR-GARCH (비대칭 GARCH)×
분야계량경제학계량경제학계량경제학
계열Regression modelRegression modelRegression model
기원 연도199819911993
창시자Tsay (multivariate threshold modelling)NelsonGlosten, Jagannathan & Runkle (1993); Zakoian (1994)
유형Nonlinear multivariate time-series modelConditional volatility model (asymmetric GARCH variant)Asymmetric conditional volatility model
원전Tsay, R. S. (1998). Testing and Modeling Multivariate Threshold Models. Journal of the American Statistical Association, 93(443), 1188-1202. DOI ↗Nelson, D. B. (1991). Conditional Heteroskedasticity in Asset Returns: A New Approach. Econometrica, 59(2), 347-370. DOI ↗Glosten, L. R., Jagannathan, R. & Runkle, D. E. (1993). On the Relation Between the Expected Value and the Volatility of the Nominal Excess Return on Stocks. The Journal of Finance, 48(5), 1779-1801. DOI ↗
별칭TVAR, STVAR, regime-switching VAR, threshold VARexponential GARCH, Nelson's EGARCH, asymmetric GARCH, EGARCH — Üstel GARCHasymmetric GARCH, leverage GARCH, TGARCH, GJR-GARCH — Asimetrik GARCH (Glosten-Jagannathan-Runkle)
관련545
요약Threshold VAR and Smooth-Transition VAR are nonlinear multivariate time-series models in which the coefficients of a vector autoregression switch between regimes according to a threshold variable. Building on Tsay's 1998 treatment of multivariate threshold models, they capture different dynamic structures across phases such as the business cycle, financial crises, or policy differences.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.GJR-GARCH is a variant of the GARCH conditional-volatility model that captures the asymmetric effect of negative shocks on volatility using an indicator variable. It was introduced by Glosten, Jagannathan and Runkle (1993), with a closely related threshold formulation by Zakoian (1994).
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ScholarGate방법 비교: Threshold and Smooth-Transition VAR · EGARCH · GJR-GARCH. 2026-06-20에 다음에서 검색함: https://scholargate.app/ko/compare