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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

Date Range:

from

to

6M ·

1Y ·

2Y ·

All

graph of Invesco QQQ Income Advan ETF MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jul 17, 2024 to Aug 21, 2026

Model 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

ParameterValuet-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