V-Lab
S&P GSCI Brent Crude Oil Index GAS-GARCH Student T Volatility Analysis
Volatility prediction for Monday, September 21st, 2026
1 Day
39.26%
1 Week
39.23%
1 Month
39.09%
Analysis last updated: Saturday, September 19, 2026 at 12:03 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 8, 1999 to Sep 18, 2026Model Insight
With persistence 0.992, volatility shocks have a half-life of 83 trading days (~0.3 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. Returns follow a Student-t distribution with v = 6.73 degrees of freedom, capturing fatter tails than a normal distribution.
GAS-GARCH-T Model
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| Param | Value | t-stat |
|---|---|---|
| ωconst | 5.4172 | 1.34 |
| αARCH | 0.0628 | 9.88*** |
| βGARCH | 0.9916 | 151.74*** |
| νDF | 6.7257 | 1.55 |
0.992
Persistence83d
Half-lifeGAS-GARCH-T Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 5.4172 | 1.34 |
α ARCH Response to squared shocks | 0.0628 | 9.88*** |
β GARCH Volatility persistence | 0.9916 | 151.74*** |
ν DF Student-t tail thickness | 6.7257 | 1.55 |
Persistence:
0.992
Half-life:
83 days
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