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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

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 Jul 24, 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

0.7005
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