V-Lab
ICE US Coffee Arabica MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 31st, 2026
1 Day
41.15%
1 Week
40.74%
1 Month
39.99%
Analysis last updated: Sunday, August 30, 2026 at 04:20 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 3, 2000 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 | 21 | |
α ARCH Response to squared shocks | 0.0757 | 5.75*** |
β GARCH Volatility persistence | 0.8513 | 31.10*** |
γ leverage Additional response to negative shocks | -0.0722 | -4.59*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0208 | 1.49 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0128 | 3.06*** |
λ₃ tau persistence Long-term factor persistence | 0.9826 | 150.71*** |
Persistence:
0.891
Half-life:
6 days
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