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V-Lab

ICE US Cocoa MF2-GARCH Volatility Analysis

High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful

Volatility prediction for Thursday, July 16th, 2026

1 Day

72.85%

decreased by 0.85%

1 Week

72.86%

decreased by 0.84%

1 Month

72.92%

decreased by 0.78%

Analysis last updated: Thursday, July 16, 2026 at 10:04 AM UTC

Date Range:

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to

6M ·

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graph of ICE US Cocoa 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

With persistence 1.000, volatility shocks have a half-life of 15576 trading days (~61.8 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Inverse leverage: Positive returns increase volatility 71% more than negative returns

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

126
α

ARCH

Response to squared shocks

0.0324
24.18***
β

GARCH

Volatility persistence

0.9742
997.18***
γ

leverage

Additional response to negative shocks

-0.0134
-8.45***
λ₁

tau intercept

Baseline long-term coefficient

7.5831
0.64
λ₂

forecast adj.

Forecast performance sensitivity

0.0000
0.00
λ₃

tau persistence

Long-term factor persistence

0.9287
8.31***

Persistence:

1.000

Half-life:

15576 days