V-Lab
CNH Industrial NV MF2-GARCH Volatility Analysis
Volatility prediction for Monday, September 14th, 2026
1 Day
49.42%
decreased by 2.51%
1 Week
48.67%
decreased by 3.26%
1 Month
46.77%
decreased by 5.16%
Analysis last updated: Friday, September 11, 2026 at 11:54 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Sep 30, 2013 to Sep 11, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 169% more than equivalent positive returns.
σ
MF2-GARCH Model
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Leverage: Negative returns increase volatility 169% more than positive returns
| Param | Value | t-stat |
|---|---|---|
| mwindow | 101 | |
| αARCH | 0.0404 | 2.64*** |
| βGARCH | 0.8588 | 31.60*** |
| γleverage | 0.0684 | 3.20*** |
| λ₁tau intercept | 0.0922 | 0.79 |
| λ₂forecast adj. | 0.0327 | 1.04 |
| λ₃tau persistence | 0.9497 | 18.12*** |
0.933
Persistence10d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 101 | |
α ARCH Response to squared shocks | 0.0404 | 2.64*** |
β GARCH Volatility persistence | 0.8588 | 31.60*** |
γ leverage Additional response to negative shocks | 0.0684 | 3.20*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0922 | 0.79 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0327 | 1.04 |
λ₃ tau persistence Long-term factor persistence | 0.9497 | 18.12*** |
Persistence:
0.933
Half-life:
10 days
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