V-Lab
ICE US Orange Juice MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 31st, 2026
1 Day
66.80%
1 Week
68.84%
1 Month
69.92%
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
Sep 17, 2001 to Aug 28, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 103% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets.
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 86 | |
α ARCH Response to squared shocks | 0.1438 | 4.98*** |
β GARCH Volatility persistence | 0.4451 | 4.84*** |
γ leverage Additional response to negative shocks | -0.0730 | -2.45** |
λ₁ tau intercept Baseline long-term coefficient | 0.4339 | 2.20** |
λ₂ forecast adj. Forecast performance sensitivity | 0.4149 | 2.74*** |
λ₃ tau persistence Long-term factor persistence | 0.5118 | 2.82*** |
Persistence:
0.552
Half-life:
1 days
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