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構造的ブレークEGARCHモデル×EGARCHモデル(指数型GARCH)×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年1990–19911991
提唱者Nelson (1991) for EGARCH; Lamoureux and Lastrapes (1990) for break-augmented GARCH variantsDaniel B. Nelson
種類Volatility model with structural breaksVolatility / conditional variance model
原典Nelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347–370. DOI ↗Nelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347–370. DOI ↗
別名SB-EGARCH, EGARCH with regime shifts, break-adjusted EGARCH, structural change EGARCHExponential GARCH, EGARCH, Nelson EGARCH, log-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 Exponential GARCH (EGARCH) model, introduced by Nelson (1991), extends the standard GARCH framework by modelling the logarithm of conditional variance. This ensures variance is always positive without parameter constraints and, crucially, allows negative and positive shocks to have asymmetric effects on volatility — capturing the well-known leverage effect in financial markets.
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ScholarGate手法を比較: Structural Break EGARCH · EGARCH model. 2026-06-17に以下より取得 https://scholargate.app/ja/compare