V-Lab
S&P GSCI All Cattle Spot Index MF2-GARCH Volatility Analysis
Volatility prediction for Monday, September 21st, 2026
1 Day
16.96%
decreased by 0.36%
1 Week
16.93%
decreased by 0.39%
1 Month
16.67%
decreased by 0.65%
Analysis last updated: Saturday, September 19, 2026 at 12:03 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 7, 2002 to Sep 18, 2026Model Insight
This asset exhibits a strong leverage effect: volatility responds almost entirely to negative shocks. The ARCH response to positive shocks is negligible.
σ
MF2-GARCH Model
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Leverage: volatility responds almost entirely to negative shocks
| Param | Value | t-stat |
|---|---|---|
| mwindow | 51 | |
| αARCH | 0.0013 | 0.16 |
| βGARCH | 0.9095 | 68.18*** |
| γleverage | 0.0746 | 6.93*** |
| λ₁tau intercept | 0.0141 | 1.60 |
| λ₂forecast adj. | 0.0626 | 2.15** |
| λ₃tau persistence | 0.9222 | 24.57*** |
0.948
Persistence13d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 51 | |
α ARCH Response to squared shocks | 0.0013 | 0.16 |
β GARCH Volatility persistence | 0.9095 | 68.18*** |
γ leverage Additional response to negative shocks | 0.0746 | 6.93*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0141 | 1.60 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0626 | 2.15** |
λ₃ tau persistence Long-term factor persistence | 0.9222 | 24.57*** |
Persistence:
0.948
Half-life:
13 days
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