V-Lab
Invesco DB Agriculture Fund MF2-GARCH Volatility Analysis
Volatility prediction for Monday, July 27th, 2026
1 Day
12.63%
decreased by 0.27%
1 Week
13.09%
increased by 0.19%
1 Month
14.05%
increased by 1.15%
Analysis last updated: Friday, July 24, 2026 at 10:16 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 5, 2007 to Jul 24, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 124% more than equivalent positive returns.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 31 | |
α ARCH Response to squared shocks | 0.0395 | 13.38*** |
β GARCH Volatility persistence | 0.7848 | 27.83*** |
γ leverage Additional response to negative shocks | 0.0491 | 8.65*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0220 | 1.10 |
λ₂ forecast adj. Forecast performance sensitivity | 0.1610 | 1.04 |
λ₃ tau persistence Long-term factor persistence | 0.8145 | 4.66*** |
Persistence:
0.849
Half-life:
4 days
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