S&P Asia 50 CME GAS-GARCH Student T Volatility Analysis
Volatility prediction for Friday, October 9th, 2026
1 Day
23.33%
1 Week
23.40%
1 Month
23.70%
Analysis last updated: Saturday, October 10, 2026 at 02:30 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 1, 1998 to Oct 8, 2026Model Insight
With persistence 0.999, volatility shocks have a half-life of 588 trading days (~2.3 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. Returns follow a Student-t distribution with v = 7.80 degrees of freedom, capturing fatter tails than a normal distribution.
GAS-GARCH-T Model
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| Param | Value | t-stat |
|---|---|---|
| ωconst | 8.0851 | 1.57 |
| αARCH | 0.0604 | 13.63*** |
| βGARCH | 0.9988 | 1,527.25*** |
| νDF | 7.7955 | 1.76* |
0.999
Persistence588d
Half-lifeGAS-GARCH-T Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 8.0851 | 1.57 |
α ARCH Response to squared shocks | 0.0604 | 13.63*** |
β GARCH Volatility persistence | 0.9988 | 1,527.25*** |
ν DF Student-t tail thickness | 7.7955 | 1.76* |
Persistence:
0.999
Half-life:
588 days
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