V-Lab
CBOE EFA ETF Volatility Index Spline-GARCH Volatility Analysis
Volatility prediction for Tuesday, October 6th, 2026
1 Day
167.17%
decreased by 22.88%
1 Week
155.72%
decreased by 34.33%
1 Month
132.41%
decreased by 57.64%
Analysis last updated: Tuesday, October 6, 2026 at 03:12 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 2008 to Oct 2, 2026Model Insight
This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 5 trading days.
τ
Spline-GARCH Model
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Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.8829 | 5.08*** |
| αARCH | 0.2089 | 7.18*** |
| βGARCH | 0.6562 | 15.48*** |
Spline Coefficients
K=10
| γ1 | 0.1919 | 0.84 |
| γ2 | -0.1710 | -0.50 |
| γ3 | -0.1182 | -0.61 |
| γ4 | 0.1579 | 0.87 |
| γ5 | 0.0870 | 0.38 |
| γ6 | -0.4118 | -1.68* |
| γ7 | 0.5068 | 2.20** |
| γ8 | -0.6876 | -2.61*** |
| γ9 | 0.9987 | 3.39*** |
| γ10 | -1.1572 | -3.42*** |
0.865
Persistence5d
Half-lifeτ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.8829 | 5.08*** |
α ARCH Response to squared shocks | 0.2089 | 7.18*** |
β GARCH Volatility persistence | 0.6562 | 15.48*** |
Spline Coefficients
K=10
| γ1 | 0.1919 | 0.84 |
| γ2 | -0.1710 | -0.50 |
| γ3 | -0.1182 | -0.61 |
| γ4 | 0.1579 | 0.87 |
| γ5 | 0.0870 | 0.38 |
| γ6 | -0.4118 | -1.68* |
| γ7 | 0.5068 | 2.20** |
| γ8 | -0.6876 | -2.61*** |
| γ9 | 0.9987 | 3.39*** |
| γ10 | -1.1572 | -3.42*** |
Persistence:
0.865
Half-life:
5 days
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