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V-Lab

ICE US Orange Juice MF2-GARCH Volatility Analysis

Volatility prediction for Friday, July 17th, 2026

1 Day

68.65%

increased by 1.24%

1 Week

72.14%

increased by 4.73%

1 Month

74.02%

increased by 6.61%

Analysis last updated: Friday, July 17, 2026 at 01:05 PM UTC

Date Range:

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to

6M ·

1Y ·

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graph of ICE US Orange Juice MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Sep 17, 2001 to Jul 10, 2026

Model 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.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

86
α

ARCH

Response to squared shocks

0.1449
11.88***
β

GARCH

Volatility persistence

0.4293
11.78***
γ

leverage

Additional response to negative shocks

-0.0734
-8.17***
λ₁

tau intercept

Baseline long-term coefficient

0.4204
0.28
λ₂

forecast adj.

Forecast performance sensitivity

0.4302
0.30
λ₃

tau persistence

Long-term factor persistence

0.5016
0.29

Persistence:

0.538

Half-life:

1 days