V-Lab
SandRidge Energy, Inc. MF2-GARCH Volatility Analysis
Volatility prediction for Monday, September 14th, 2026
1 Day
29.81%
1 Week
30.27%
1 Month
32.02%
Analysis last updated: Saturday, September 12, 2026 at 12:30 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Oct 4, 2016 to Sep 11, 2026Model Insight
With persistence 0.998, volatility shocks have a half-life of 282 trading days (~1.1 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
MF2-GARCH Model
Tap to view equation
| Param | Value | t-stat |
|---|---|---|
| mwindow | 126 | |
| αARCH | 0.0313 | 3.05*** |
| βGARCH | 0.9485 | 72.83*** |
| γleverage | 0.0356 | 1.42 |
| λ₁tau intercept | 10.0000 | 1.26 |
| λ₂forecast adj. | 0.0000 | 0.00 |
| λ₃tau persistence | 0.6155 | 1.32 |
0.998
Persistence282d
Half-lifeMF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 126 | |
α ARCH Response to squared shocks | 0.0313 | 3.05*** |
β GARCH Volatility persistence | 0.9485 | 72.83*** |
γ leverage Additional response to negative shocks | 0.0356 | 1.42 |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 1.26 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.00 |
λ₃ tau persistence Long-term factor persistence | 0.6155 | 1.32 |
Persistence:
0.998
Half-life:
282 days
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