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ICE US Orange Juice MF2-GARCH Volatility Analysis

Volatility prediction for Monday, October 12th, 2026

1 Day

66.79%

decreased by 2.06%

1 Week

70.17%

increased by 1.32%

1 Month

70.51%

increased by 1.66%

Analysis last updated: Saturday, October 10, 2026 at 04:05 AM UTC

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Date Range:

from

10/09/2024

to

10/09/2026

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 Oct 9, 2026

Model 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.

σ

MF2-GARCH Model

Tap to view equation

Inverse leverage: Positive returns increase volatility 95% more than negative returns
ParamValuet-stat
mwindow86
αARCH0.1424
4.92***
βGARCH0.4240
4.50***
γleverage-0.0693
-2.30**
λ₁tau intercept0.4317
2.26**
λ₂forecast adj.0.4278
2.86***
λ₃tau persistence0.5005
2.81***

0.532

Persistence

1d

Half-life
σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-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