V-Lab
Invesco QQQ Income Advan ETF MF2-GARCH Volatility Analysis
Volatility prediction for Tuesday, July 28th, 2026
1 Day
20.11%
decreased by 1.69%
1 Week
20.26%
decreased by 1.54%
1 Month
20.64%
decreased by 1.16%
Analysis last updated: Monday, July 27, 2026 at 09:26 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jul 17, 2024 to Jul 24, 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 | 0.7005 | 44.69*** |
γ leverage Additional response to negative shocks | 0.2647 | 24.63*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0302 | 0.97 |
λ₂ forecast adj. Forecast performance sensitivity | 0.1239 | 3.22*** |
λ₃ tau persistence Long-term factor persistence | 0.8590 | 13.20*** |
Persistence:
0.833
Half-life:
4 days
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