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V-Lab

ICE US Coffee Arabica MF2-GARCH Volatility Analysis

Volatility prediction for Friday, July 17th, 2026

1 Day

60.24%

decreased by 2.92%

1 Week

57.36%

decreased by 5.80%

1 Month

50.34%

decreased by 12.82%

Analysis last updated: Friday, July 17, 2026 at 09:04 AM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

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10Y ·

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graph of ICE US Coffee Arabica MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 3, 2000 to Jul 10, 2026

Model Insight

This asset shows a rare inverse leverage effect: volatility responds almost entirely to positive returns, rising far more after gains than after losses. This is the reverse of the usual leverage effect, rare among risky assets.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

21
α

ARCH

Response to squared shocks

0.0762
20.14***
β

GARCH

Volatility persistence

0.8541
80.82***
γ

leverage

Additional response to negative shocks

-0.0723
-14.87***
λ₁

tau intercept

Baseline long-term coefficient

0.0207
0.89
λ₂

forecast adj.

Forecast performance sensitivity

0.0127
1.53
λ₃

tau persistence

Long-term factor persistence

0.9827
84.69***

Persistence:

0.894

Half-life:

6 days