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Invesco DB Oil Fund GAS-GARCH Student T Volatility Analysis

Volatility prediction for Monday, August 24th, 2026

1 Day

45.25%

decreased by 2.69%

1 Week

45.18%

decreased by 2.76%

1 Month

44.92%

decreased by 3.02%

Analysis last updated: Friday, August 21, 2026 at 10:19 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Invesco DB Oil Fund GAS-GARCH-T

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 5, 2007 to Aug 21, 2026

Model Insight

With persistence 0.994, volatility shocks have a half-life of 113 trading days (~0.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. Returns follow a Student-t distribution with v = 7.35 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

6.1372
4.74***
α

ARCH

Response to squared shocks

0.0776
43.42***
β

GARCH

Volatility persistence

0.9939
755.25***
ν

DF

Student-t tail thickness

7.3531
6.87***

Persistence:

0.994

Half-life:

113 days