V-Lab
Coca-Cola Co/The GAS-GARCH Student T Volatility Analysis
Volatility prediction for Monday, September 14th, 2026
1 Day
16.86%
1 Week
16.94%
1 Month
17.26%
Analysis last updated: Saturday, September 12, 2026 at 12:15 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Sep 11, 2026Model Insight
With persistence 0.995, volatility shocks have a half-life of 142 trading days (~0.6 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. Returns follow a Student-t distribution with v = 5.60 degrees of freedom, capturing fatter tails than a normal distribution.
GAS-GARCH-T Model
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| Param | Value | t-stat |
|---|---|---|
| ωconst | 2.2650 | 1.12 |
| αARCH | 0.0583 | 12.57*** |
| βGARCH | 0.9951 | 233.76*** |
| νDF | 5.6018 | 3.01*** |
0.995
Persistence142d
Half-lifeGAS-GARCH-T Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 2.2650 | 1.12 |
α ARCH Response to squared shocks | 0.0583 | 12.57*** |
β GARCH Volatility persistence | 0.9951 | 233.76*** |
ν DF Student-t tail thickness | 5.6018 | 3.01*** |
Persistence:
0.995
Half-life:
142 days
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