V-Lab
MBIA Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, September 21st, 2026
1 Day
40.35%
increased by 3.61%
1 Week
40.93%
increased by 4.19%
1 Month
41.48%
increased by 4.74%
Analysis last updated: Friday, September 18, 2026 at 11:38 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Sep 18, 2026Model Insight
This asset exhibits a notable leverage effect: negative returns increase next-day volatility 74% more than equivalent positive returns.
σ
MF2-GARCH Model
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Leverage: Negative returns increase volatility 74% more than positive returns
| Param | Value | t-stat |
|---|---|---|
| mwindow | 26 | |
| αARCH | 0.1003 | 4.75*** |
| βGARCH | 0.6507 | 14.92*** |
| γleverage | 0.0741 | 2.22** |
| λ₁tau intercept | 0.0099 | 1.65* |
| λ₂forecast adj. | 0.0326 | 4.79*** |
| λ₃tau persistence | 0.9674 | 146.89*** |
0.788
Persistence3d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 26 | |
α ARCH Response to squared shocks | 0.1003 | 4.75*** |
β GARCH Volatility persistence | 0.6507 | 14.92*** |
γ leverage Additional response to negative shocks | 0.0741 | 2.22** |
λ₁ tau intercept Baseline long-term coefficient | 0.0099 | 1.65* |
λ₂ forecast adj. Forecast performance sensitivity | 0.0326 | 4.79*** |
λ₃ tau persistence Long-term factor persistence | 0.9674 | 146.89*** |
Persistence:
0.788
Half-life:
3 days
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