V-Lab
S&P GSCI All Crude Spot Index Spline-GARCH Volatility Analysis
Volatility prediction for Monday, September 14th, 2026
1 Day
43.01%
increased by 1.27%
1 Week
42.75%
increased by 1.01%
1 Month
41.79%
increased by 0.05%
Analysis last updated: Saturday, September 12, 2026 at 12:59 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Sep 11, 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 46 trading days.
τ
Spline-GARCH Model
Tap to view equation
Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.8103 | 3.90*** |
| αARCH | 0.0785 | 8.58*** |
| βGARCH | 0.9064 | 97.87*** |
Spline Coefficients
K=4
| γ1 | 0.0082 | 0.93 |
| γ2 | -0.0236 | -1.97** |
| γ3 | 0.0333 | 4.00*** |
| γ4 | -0.0374 | -2.75*** |
0.985
Persistence46d
Half-lifeτ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.8103 | 3.90*** |
α ARCH Response to squared shocks | 0.0785 | 8.58*** |
β GARCH Volatility persistence | 0.9064 | 97.87*** |
Spline Coefficients
K=4
| γ1 | 0.0082 | 0.93 |
| γ2 | -0.0236 | -1.97** |
| γ3 | 0.0333 | 4.00*** |
| γ4 | -0.0374 | -2.75*** |
Persistence:
0.985
Half-life:
46 days
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