V-Lab
Invesco QQQ Income Advan ETF MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 24th, 2026
1 Day
14.82%
decreased by 0.72%
1 Week
15.66%
increased by 0.12%
1 Month
16.86%
increased by 1.32%
Analysis last updated: Friday, August 21, 2026 at 09:56 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jul 17, 2024 to Aug 21, 2026Model Insight
This asset exhibits a strong leverage effect: volatility responds almost entirely to negative shocks. The ARCH response to positive shocks is negligible.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 46 | |
α ARCH Response to squared shocks | 0.0000 | 0.00 |
β GARCH Volatility persistence | 0.7103 | 51.76*** |
γ leverage Additional response to negative shocks | 0.2806 | 27.68*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0523 | 1.21 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0914 | 2.25** |
λ₃ tau persistence Long-term factor persistence | 0.8601 | 10.77*** |
Persistence:
0.851
Half-life:
4 days
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