V-Lab
State Street Materials Select Sector SPDR ETF MF2-GARCH Volatility Analysis
Volatility prediction for Monday, September 21st, 2026
1 Day
18.51%
increased by 1.62%
1 Week
18.74%
increased by 1.85%
1 Month
19.03%
increased by 2.14%
Analysis last updated: Friday, September 18, 2026 at 11:24 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 22, 1998 to Sep 18, 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 | 81 | |
| αARCH | 0.0000 | 0.00 |
| βGARCH | 0.8812 | 82.76*** |
| γleverage | 0.1268 | 9.46*** |
| λ₁tau intercept | 0.1617 | 2.68*** |
| λ₂forecast adj. | 0.8178 | 11.96*** |
| λ₃tau persistence | 0.0929 | 1.40 |
0.945
Persistence12d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 81 | |
α ARCH Response to squared shocks | 0.0000 | 0.00 |
β GARCH Volatility persistence | 0.8812 | 82.76*** |
γ leverage Additional response to negative shocks | 0.1268 | 9.46*** |
λ₁ tau intercept Baseline long-term coefficient | 0.1617 | 2.68*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.8178 | 11.96*** |
λ₃ tau persistence Long-term factor persistence | 0.0929 | 1.40 |
Persistence:
0.945
Half-life:
12 days
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