V-Lab
S&P 1000 Index MF2-GARCH Volatility Analysis
Volatility prediction for Wednesday, August 19th, 2026
1 Day
16.34%
increased by 3.54%
1 Week
16.54%
increased by 3.74%
1 Month
17.15%
increased by 4.35%
Analysis last updated: Tuesday, August 18, 2026 at 11:06 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 29, 1994 to Aug 14, 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
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 71 | |
α ARCH Response to squared shocks | 0.0000 | 0.00 |
β GARCH Volatility persistence | 0.8671 | 314.17*** |
γ leverage Additional response to negative shocks | 0.1777 | 49.40*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0056 | 6.42*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0316 | 7.18*** |
λ₃ tau persistence Long-term factor persistence | 0.9647 | 191.83*** |
Persistence:
0.956
Half-life:
15 days
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