ICE US Coffee Arabica Zero Slope Spline-GARCH Volatility Analysis
Volatility prediction for Friday, October 30th, 2026
1 Day
37.10%
decreased by 0.81%
1 Week
37.61%
decreased by 0.30%
1 Month
38.82%
increased by 0.91%
Analysis last updated: Friday, October 30, 2026 at 10:05 AM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 3, 2000 to Oct 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 8 trading days.
τ
Zero Slope Spline-GARCH Model
Tap to view equation
Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.0714 | 9.69*** |
| αARCH | 0.0550 | 4.74*** |
| βGARCH | 0.8657 | 33.67*** |
Spline Coefficients
K=5
| γ1 | -0.0233 | -1.71* |
| γ2 | 0.0440 | 2.25** |
| γ3 | -0.0358 | -2.93*** |
| γ4 | 0.0337 | 3.34*** |
| γ5 | -0.0297 | -4.30*** |
0.921
Persistence8d
Half-lifeτ
Zero Slope Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.0714 | 9.69*** |
α ARCH Response to squared shocks | 0.0550 | 4.74*** |
β GARCH Volatility persistence | 0.8657 | 33.67*** |
Spline Coefficients
K=5
| γ1 | -0.0233 | -1.71* |
| γ2 | 0.0440 | 2.25** |
| γ3 | -0.0358 | -2.93*** |
| γ4 | 0.0337 | 3.34*** |
| γ5 | -0.0297 | -4.30*** |
Persistence:
0.921
Half-life:
8 days
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