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V-Lab

Invesco QQQ LOW Vltility ETF MF2-GARCH Volatility Analysis

Volatility prediction for Monday, August 24th, 2026

1 Day

13.40%

decreased by 0.17%

1 Week

13.48%

decreased by 0.09%

1 Month

14.07%

increased by 0.50%

Analysis last updated: Saturday, August 22, 2026 at 02:23 AM UTC

Date Range:

from

to

6M ·

1Y ·

All

graph of Invesco QQQ LOW Vltility ETF MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Dec 4, 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

96
α

ARCH

Response to squared shocks

0.0000
0.01
β

GARCH

Volatility persistence

0.9259
111.01***
γ

leverage

Additional response to negative shocks

0.0678
11.33***
λ₁

tau intercept

Baseline long-term coefficient

0.0514
0.08
λ₂

forecast adj.

Forecast performance sensitivity

0.5463
0.08
λ₃

tau persistence

Long-term factor persistence

0.4537
0.06

Persistence:

0.960

Half-life:

17 days