ICE US Orange Juice MF2-GARCH Volatility Analysis
Volatility prediction for Monday, October 12th, 2026
1 Day
66.79%
1 Week
70.17%
1 Month
70.51%
Analysis last updated: Saturday, October 10, 2026 at 04:05 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Sep 17, 2001 to Oct 9, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 95% 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
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| Param | Value | t-stat |
|---|---|---|
| mwindow | 86 | |
| αARCH | 0.1424 | 4.92*** |
| βGARCH | 0.4240 | 4.50*** |
| γleverage | -0.0693 | -2.30** |
| λ₁tau intercept | 0.4317 | 2.26** |
| λ₂forecast adj. | 0.4278 | 2.86*** |
| λ₃tau persistence | 0.5005 | 2.81*** |
0.532
Persistence1d
Half-lifeMF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 86 | |
α ARCH Response to squared shocks | 0.1424 | 4.92*** |
β GARCH Volatility persistence | 0.4240 | 4.50*** |
γ leverage Additional response to negative shocks | -0.0693 | -2.30** |
λ₁ tau intercept Baseline long-term coefficient | 0.4317 | 2.26** |
λ₂ forecast adj. Forecast performance sensitivity | 0.4278 | 2.86*** |
λ₃ tau persistence Long-term factor persistence | 0.5005 | 2.81*** |
Persistence:
0.532
Half-life:
1 days
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