Skip to main content
V-Lab

ICE US Orange Juice MF2-GARCH Volatility Analysis

Volatility prediction for Monday, August 31st, 2026

1 Day

66.80%

decreased by 1.04%

1 Week

68.84%

increased by 1.00%

1 Month

69.92%

increased by 2.08%

Analysis last updated: Sunday, August 30, 2026 at 04:20 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

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 Aug 28, 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

0.1438
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