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V-Lab

Invesco DB Commodity Index Tracking Fund MF2-GARCH Volatility Analysis

Volatility prediction for Tuesday, July 21st, 2026

1 Day

20.00%

decreased by 0.53%

1 Week

20.15%

decreased by 0.38%

1 Month

20.27%

decreased by 0.26%

Analysis last updated: Monday, July 20, 2026 at 09:38 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Invesco DB Commodity Index Tracking Fund MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Feb 3, 2006 to Jul 17, 2026

Model Insight

This asset exhibits a notable leverage effect: negative returns increase next-day volatility 96% more than equivalent positive returns.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

86
α

ARCH

Response to squared shocks

0.0396
11.11***
β

GARCH

Volatility persistence

0.8875
176.68***
γ

leverage

Additional response to negative shocks

0.0380
9.01***
λ₁

tau intercept

Baseline long-term coefficient

0.1283
3.01***
λ₂

forecast adj.

Forecast performance sensitivity

0.7031
4.67***
λ₃

tau persistence

Long-term factor persistence

0.2065
1.14

Persistence:

0.946

Half-life:

12 days