Skip to main content
V-Lab

S&P GSCI Coffee Index MF2-GARCH Volatility Analysis

Volatility prediction for Monday, August 31st, 2026

1 Day

44.27%

decreased by 1.34%

1 Week

43.96%

decreased by 1.65%

1 Month

42.97%

decreased by 2.64%

Analysis last updated: Friday, August 28, 2026 at 11:11 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of S&P GSCI Coffee Index MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 2, 1990 to Aug 28, 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

56
α

ARCH

Response to squared shocks

0.1078
7.63***
β

GARCH

Volatility persistence

0.8862
43.82***
γ

leverage

Additional response to negative shocks

-0.0930
-6.26***
λ₁

tau intercept

Baseline long-term coefficient

0.0222
1.73*
λ₂

forecast adj.

Forecast performance sensitivity

0.0166
2.51**
λ₃

tau persistence

Long-term factor persistence

0.9790
113.03***

Persistence:

0.947

Half-life:

13 days