V-Lab
Saudi Industrial Export Co Spline-GARCH Volatility Analysis
Volatility prediction for Sunday, July 26th, 2026
1 Day
36.53%
decreased by 2.34%
1 Week
37.04%
decreased by 1.83%
1 Month
38.36%
decreased by 0.51%
Analysis last updated: Friday, July 24, 2026 at 08:13 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 14, 2005 to Jul 23, 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 10 trading days.
τ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.9824 | 4.32*** |
α ARCH Response to squared shocks | 0.1223 | 7.24*** |
β GARCH Volatility persistence | 0.8132 | 34.28*** |
Spline Coefficients
K=8
| γ1 | -0.0937 | -1.12 |
| γ2 | 0.2688 | 2.05** |
| γ3 | -0.2978 | -2.67*** |
| γ4 | 0.2290 | 1.83* |
| γ5 | -0.2073 | -1.60 |
| γ6 | 0.2047 | 1.92* |
| γ7 | -0.2636 | -2.19** |
| γ8 | 0.3796 | 2.23** |
Persistence:
0.935
Half-life:
10 days
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