V-Lab
CBOT Soybeans MF2-GARCH Volatility Analysis
Volatility prediction for Monday, October 5th, 2026
1 Day
19.32%
decreased by 0.50%
1 Week
19.53%
decreased by 0.29%
1 Month
20.37%
increased by 0.55%
Analysis last updated: Saturday, October 3, 2026 at 04:13 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 18 trading days, meaning a shock loses half its impact after approximately 18 days.
σ
MF2-GARCH Model
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Shock decay: Shocks decay with a 18-day half-life
| Param | Value | t-stat |
|---|---|---|
| mwindow | 41 | |
| αARCH | 0.0706 | 6.44*** |
| βGARCH | 0.8989 | 50.80*** |
| γleverage | -0.0144 | -0.86 |
| λ₁tau intercept | 0.0381 | 1.32 |
| λ₂forecast adj. | 0.0511 | 1.17 |
| λ₃tau persistence | 0.9321 | 17.11*** |
0.962
Persistence18d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 41 | |
α ARCH Response to squared shocks | 0.0706 | 6.44*** |
β GARCH Volatility persistence | 0.8989 | 50.80*** |
γ leverage Additional response to negative shocks | -0.0144 | -0.86 |
λ₁ tau intercept Baseline long-term coefficient | 0.0381 | 1.32 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0511 | 1.17 |
λ₃ tau persistence Long-term factor persistence | 0.9321 | 17.11*** |
Persistence:
0.962
Half-life:
18 days
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