ScholarGate
עוזר

השוואת שיטות

סקרו את השיטות שבחרתם זו לצד זו; שורות שבהן יש הבדל מודגשות.

Exponential GARCH (EGARCH)×מודל אוטורגרסיבי מותנה הטרוסקדסטי (GARCH)×GJR-GARCH (GARCH אסימטרי)×
תחוםאקונומטריקהאקונומטריקהאקונומטריקה
משפחהRegression modelRegression modelRegression model
שנת המקור199119861993
הוגה השיטהNelsonTim BollerslevGlosten, Jagannathan & Runkle (1993); Zakoian (1994)
סוגConditional volatility model (asymmetric GARCH variant)Conditional volatility modelAsymmetric conditional volatility model
מקור מכונןNelson, D. B. (1991). Conditional Heteroskedasticity in Asset Returns: A New Approach. Econometrica, 59(2), 347-370. DOI ↗Bollerslev, T. (1986). Generalized Autoregressive Conditional Heteroskedasticity. Journal of Econometrics, 31(3), 307-327. 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 ↗
כינוייםexponential GARCH, Nelson's EGARCH, asymmetric GARCH, EGARCH — Üstel GARCHGARCH(1,1), generalized ARCH, conditional volatility model, GARCH Modeliasymmetric GARCH, leverage GARCH, TGARCH, GJR-GARCH — Asimetrik GARCH (Glosten-Jagannathan-Runkle)
קשורות455
תקצירEGARCH 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.GARCH is an econometric model for the time-varying volatility of financial time series, introduced by Tim Bollerslev in 1986 as a generalisation of Engle's ARCH model. It treats the conditional variance as a function of past squared shocks and past variances, capturing the volatility clustering seen in returns.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).
ScholarGateמערך נתונים
  1. v1
  2. 2 מקורות
  3. PUBLISHED
  1. v1
  2. 1 מקורות
  3. PUBLISHED
  1. v1
  2. 2 מקורות
  3. PUBLISHED

מעבר לחיפוש הורדת מצגת

ScholarGateהשוואת שיטות: EGARCH · GARCH · GJR-GARCH. אוחזר בתאריך 2026-06-20 מתוך https://scholargate.app/he/compare