V-Lab
System1 Inc MF2-GARCH Volatility Analysis
Volatility prediction for Wednesday, August 26th, 2026
1 Day
142.10%
decreased by 11.88%
1 Week
149.96%
decreased by 4.02%
1 Month
189.73%
increased by 35.75%
Analysis last updated: Tuesday, August 25, 2026 at 09:51 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jun 17, 2020 to Aug 21, 2026Model Insight
Volatility shocks decay with a half-life of 16 trading days, meaning a shock loses half its impact after approximately 16 days.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 61 | |
α ARCH Response to squared shocks | 0.1659 | 8.79*** |
β GARCH Volatility persistence | 0.7720 | 14.67*** |
γ leverage Additional response to negative shocks | 0.0400 | 1.20 |
λ₁ tau intercept Baseline long-term coefficient | 1.2628 | 0.68 |
λ₂ forecast adj. Forecast performance sensitivity | 0.2675 | 0.24 |
λ₃ tau persistence Long-term factor persistence | 0.7325 | 0.67 |
Persistence:
0.958
Half-life:
16 days
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