V-Lab
BetaPro NASDAQ-100 2x Daily Bull ETF MF2-GARCH Volatility Analysis
Volatility prediction for Thursday, September 10th, 2026
1 Day
34.90%
decreased by 0.55%
1 Week
36.80%
increased by 1.35%
1 Month
39.11%
increased by 3.66%
Analysis last updated: Thursday, September 10, 2026 at 09:06 AM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jun 18, 2008 to Sep 4, 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 | 31 | |
| αARCH | 0.0000 | 0.00 |
| βGARCH | 0.8079 | 39.97*** |
| γleverage | 0.2147 | 10.10*** |
| λ₁tau intercept | 0.0872 | 1.40 |
| λ₂forecast adj. | 0.0509 | 1.55 |
| λ₃tau persistence | 0.9340 | 22.52*** |
0.915
Persistence8d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 31 | |
α ARCH Response to squared shocks | 0.0000 | 0.00 |
β GARCH Volatility persistence | 0.8079 | 39.97*** |
γ leverage Additional response to negative shocks | 0.2147 | 10.10*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0872 | 1.40 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0509 | 1.55 |
λ₃ tau persistence Long-term factor persistence | 0.9340 | 22.52*** |
Persistence:
0.915
Half-life:
8 days
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