V-Lab
Defiance S&P 500 TRG Inc ETF MF2-GARCH Volatility Analysis
Volatility prediction for Monday, September 14th, 2026
1 Day
10.09%
decreased by 0.28%
1 Week
10.50%
increased by 0.13%
1 Month
11.56%
increased by 1.19%
Analysis last updated: Friday, September 11, 2026 at 11:55 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Mar 7, 2024 to Sep 11, 2026Model Insight
This asset exhibits a strong leverage effect: volatility responds almost entirely to negative shocks. The ARCH response to positive shocks is negligible.
σ
MF2-GARCH Model
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Leverage: volatility responds almost entirely to negative shocks
| Param | Value | t-stat |
|---|---|---|
| mwindow | 51 | |
| αARCH | 0.0000 | 0.00 |
| βGARCH | 0.8494 | 13.69*** |
| γleverage | 0.1842 | 3.53*** |
| λ₁tau intercept | 0.7069 | 0.56 |
| λ₂forecast adj. | 0.0000 | 0.00 |
| λ₃tau persistence | 0.0000 | 0.00 |
0.942
Persistence11d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 51 | |
α ARCH Response to squared shocks | 0.0000 | 0.00 |
β GARCH Volatility persistence | 0.8494 | 13.69*** |
γ leverage Additional response to negative shocks | 0.1842 | 3.53*** |
λ₁ tau intercept Baseline long-term coefficient | 0.7069 | 0.56 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.00 |
λ₃ tau persistence Long-term factor persistence | 0.0000 | 0.00 |
Persistence:
0.942
Half-life:
11 days
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