V-Lab
ICE US Orange Juice MF2-GARCH Volatility Analysis
Volatility prediction for Thursday, August 6th, 2026
1 Day
66.90%
1 Week
70.67%
1 Month
73.24%
Analysis last updated: Thursday, August 6, 2026 at 01:04 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Sep 17, 2001 to Jul 31, 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 | 0.1451 | 11.99*** |
β GARCH Volatility persistence | 0.4305 | 11.77*** |
γ leverage Additional response to negative shocks | -0.0737 | -8.23*** |
λ₁ tau intercept Baseline long-term coefficient | 0.4263 | 0.27 |
λ₂ forecast adj. Forecast performance sensitivity | 0.4272 | 0.29 |
λ₃ tau persistence Long-term factor persistence | 0.5028 | 0.29 |
Persistence:
0.539
Half-life:
1 days
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