V-Lab
S&P GSCI Coffee Index MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 31st, 2026
1 Day
44.27%
1 Week
43.96%
1 Month
42.97%
Analysis last updated: Friday, August 28, 2026 at 11:11 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Aug 28, 2026Model Insight
This asset shows a rare inverse leverage effect: volatility responds almost entirely to positive returns, rising far more after gains than after losses. This is the reverse of the usual leverage effect, rare among risky assets.
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 56 | |
α ARCH Response to squared shocks | 0.1078 | 7.63*** |
β GARCH Volatility persistence | 0.8862 | 43.82*** |
γ leverage Additional response to negative shocks | -0.0930 | -6.26*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0222 | 1.73* |
λ₂ forecast adj. Forecast performance sensitivity | 0.0166 | 2.51** |
λ₃ tau persistence Long-term factor persistence | 0.9790 | 113.03*** |
Persistence:
0.947
Half-life:
13 days
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