V-Lab
Invesco DB Commodity Index Tracking Fund MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 10th, 2026
1 Day
23.33%
decreased by 0.88%
1 Week
23.18%
decreased by 1.03%
1 Month
22.96%
decreased by 1.25%
Analysis last updated: Friday, August 7, 2026 at 10:16 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Feb 3, 2006 to Aug 7, 2026Model Insight
This asset exhibits a notable leverage effect: negative returns increase next-day volatility 95% more than equivalent positive returns.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 86 | |
α ARCH Response to squared shocks | 0.0399 | 11.38*** |
β GARCH Volatility persistence | 0.8864 | 175.32*** |
γ leverage Additional response to negative shocks | 0.0379 | 9.09*** |
λ₁ tau intercept Baseline long-term coefficient | 0.1275 | 2.95*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.7100 | 4.59*** |
λ₃ tau persistence Long-term factor persistence | 0.2016 | 1.09 |
Persistence:
0.945
Half-life:
12 days
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