V-Lab
CBOT Soybeans GAS-GARCH Student T Volatility Analysis
Volatility prediction for Monday, October 5th, 2026
1 Day
19.28%
decreased by 0.56%
1 Week
19.38%
decreased by 0.46%
1 Month
19.76%
decreased by 0.08%
Analysis last updated: Saturday, October 3, 2026 at 04:12 AM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Sep 15, 2000 to Oct 2, 2026Model Insight
Volatility shocks decay with a half-life of 63 trading days, meaning a shock loses half its impact after approximately 63 days. Returns follow a Student-t distribution with v = 6.49 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 63-day half-lifev = 6.49 · fat tails
| Param | Value | t-stat |
|---|---|---|
| ωconst | 2.1952 | 1.54 |
| αARCH | 0.0519 | 7.10*** |
| βGARCH | 0.9891 | 154.78*** |
| νDF | 6.4871 | 1.25 |
0.989
Persistence63d
Half-life𝑓
GAS-GARCH-T Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 2.1952 | 1.54 |
α ARCH Response to squared shocks | 0.0519 | 7.10*** |
β GARCH Volatility persistence | 0.9891 | 154.78*** |
ν DF Student-t tail thickness | 6.4871 | 1.25 |
Persistence:
0.989
Half-life:
63 days
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