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Struktuurilise Murrde EGARCH-mudel×EGARCH-mudel (Exponential GARCH)×
ValdkondÖkonomeetriaÖkonomeetria
PerekondRegression modelRegression model
Tekkeaasta1990–19911991
LoojaNelson (1991) for EGARCH; Lamoureux and Lastrapes (1990) for break-augmented GARCH variantsDaniel B. Nelson
TüüpVolatility model with structural breaksVolatility / conditional variance model
AlgallikasNelson, 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 ↗
RööpnimetusedSB-EGARCH, EGARCH with regime shifts, break-adjusted EGARCH, structural change EGARCHExponential GARCH, EGARCH, Nelson EGARCH, log-GARCH
Seotud56
KokkuvõteStructural 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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ScholarGateVõrdle meetodeid: Structural Break EGARCH · EGARCH model. Loetud 2026-06-17 aadressilt https://scholargate.app/et/compare