Alphabet Inc MF2-GARCH Volatility Analysis
Volatility prediction for Wednesday, October 21st, 2026
1 Day
27.70%
decreased by 0.05%
1 Week
28.04%
increased by 0.29%
1 Month
29.04%
increased by 1.29%
Analysis last updated: Tuesday, October 20, 2026 at 10:05 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Aug 19, 2004 to Oct 16, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 273% more than equivalent positive returns.
σ
MF2-GARCH Model
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Leverage: Negative returns increase volatility 273% more than positive returns
| Param | Value | t-stat |
|---|---|---|
| mwindow | 61 | |
| αARCH | 0.0212 | 2.00** |
| βGARCH | 0.9095 | 41.22*** |
| γleverage | 0.0579 | 3.86*** |
| λ₁tau intercept | 0.0052 | 0.46 |
| λ₂forecast adj. | 0.0029 | 0.75 |
| λ₃tau persistence | 0.9957 | 148.60*** |
0.960
Persistence17d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 61 | |
α ARCH Response to squared shocks | 0.0212 | 2.00** |
β GARCH Volatility persistence | 0.9095 | 41.22*** |
γ leverage Additional response to negative shocks | 0.0579 | 3.86*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0052 | 0.46 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0029 | 0.75 |
λ₃ tau persistence Long-term factor persistence | 0.9957 | 148.60*** |
Persistence:
0.960
Half-life:
17 days
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