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構造的ブレークEGARCHモデル×TGARCHモデル(Threshold GARCH)×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年1990–19911993-1994
提唱者Nelson (1991) for EGARCH; Lamoureux and Lastrapes (1990) for break-augmented GARCH variantsZakoian (1994); Glosten, Jagannathan & Runkle (1993)
種類Volatility model with structural breaksAsymmetric volatility model
原典Nelson, 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 ↗
別名SB-EGARCH, EGARCH with regime shifts, break-adjusted EGARCH, structural change EGARCHThreshold GARCH, TGARCH, GJR-GARCH, asymmetric GARCH
関連56
概要Structural Break EGARCH combines Nelson's Exponential GARCH framework with explicit allowance for one or more structural breaks in the volatility process. By letting the intercept and persistence parameters of the log-variance equation shift at detected break dates, the model avoids the spurious long-memory and inflated persistence that standard EGARCH suffers when the data contain regime changes.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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ScholarGate手法を比較: Structural Break EGARCH · TGARCH model. 2026-06-17に以下より取得 https://scholargate.app/ja/compare