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V-Lab

ICE US Orange Juice MF2-GARCH Volatility Analysis

Volatility prediction for Thursday, August 6th, 2026

1 Day

66.90%

decreased by 1.91%

1 Week

70.67%

increased by 1.86%

1 Month

73.24%

increased by 4.43%

Analysis last updated: Thursday, August 6, 2026 at 01:04 PM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

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10Y ·

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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 31, 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

0.1451
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