V-Lab
Luna Innovations Inc GAS-GARCH Student T Volatility Analysis
Volatility prediction for Monday, September 14th, 2026
1 Day
43.56%
increased by 3.09%
1 Week
48.10%
increased by 7.63%
1 Month
60.64%
increased by 20.17%
Analysis last updated: Saturday, September 12, 2026 at 09:29 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jun 2, 2006 to Sep 11, 2026Model Insight
Volatility shocks decay with a half-life of 22 trading days, meaning a shock loses half its impact after approximately 22 days. Returns follow a Student-t distribution with v = 2.80 degrees of freedom, capturing fatter tails than a normal distribution.
𝑓
GAS-GARCH-T Model
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Shock decay: Shocks decay with a 22-day half-lifev = 2.80 · fat tails
| Param | Value | t-stat |
|---|---|---|
| ωconst | 35.1934 | 1.30 |
| αARCH | 0.0931 | 8.64*** |
| βGARCH | 0.9692 | 43.33*** |
| νDF | 2.7983 | 7.46*** |
0.969
Persistence22d
Half-life𝑓
GAS-GARCH-T Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 35.1934 | 1.30 |
α ARCH Response to squared shocks | 0.0931 | 8.64*** |
β GARCH Volatility persistence | 0.9692 | 43.33*** |
ν DF Student-t tail thickness | 2.7983 | 7.46*** |
Persistence:
0.969
Half-life:
22 days
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