CME Live Cattle MF2-GARCH Volatility Analysis
Volatility prediction for Monday, November 2nd, 2026
1 Day
20.16%
increased by 3.65%
1 Week
18.78%
increased by 2.27%
1 Month
17.28%
increased by 0.77%
Analysis last updated: Saturday, October 31, 2026 at 04:03 AM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Mar 1, 2001 to Oct 30, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 262% more than equivalent positive returns.
σ
MF2-GARCH Model
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Leverage: Negative returns increase volatility 262% more than positive returns
| Param | Value | t-stat |
|---|---|---|
| mwindow | 46 | |
| αARCH | 0.0704 | 2.06** |
| βGARCH | 0.1061 | 1.75* |
| γleverage | 0.1846 | 2.66*** |
| λ₁tau intercept | 0.4628 | 1.97** |
| λ₂forecast adj. | 0.4314 | 2.09** |
| λ₃tau persistence | 0.2210 | 0.60 |
0.269
Persistence1d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 46 | |
α ARCH Response to squared shocks | 0.0704 | 2.06** |
β GARCH Volatility persistence | 0.1061 | 1.75* |
γ leverage Additional response to negative shocks | 0.1846 | 2.66*** |
λ₁ tau intercept Baseline long-term coefficient | 0.4628 | 1.97** |
λ₂ forecast adj. Forecast performance sensitivity | 0.4314 | 2.09** |
λ₃ tau persistence Long-term factor persistence | 0.2210 | 0.60 |
Persistence:
0.269
Half-life:
1 days
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