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V-Lab

Invesco QQQ Income Advan ETF GAS-GARCH Student T Volatility Analysis

Volatility prediction for Tuesday, July 28th, 2026

1 Day

19.19%

decreased by 2.02%

1 Week

19.27%

decreased by 1.94%

1 Month

19.52%

decreased by 1.69%

Analysis last updated: Monday, July 27, 2026 at 09:26 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

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graph of Invesco QQQ Income Advan ETF GAS-GARCH-T

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

Volatility shocks decay with a half-life of 26 trading days, meaning a shock loses half its impact after approximately 26 days. Returns follow a Student-t distribution with v = 5.67 degrees of freedom, capturing fatter tails than a normal distribution.

𝑓

GAS-GARCH-T Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.6855
4.05***
α

ARCH

Response to squared shocks

0.1211
12.09***
β

GARCH

Volatility persistence

0.9736
170.99***
ν

DF

Student-t tail thickness

5.6733
3.59***

Persistence:

0.974

Half-life:

26 days