V-Lab
Applied Materials Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 24th, 2026
1 Day
65.57%
decreased by 1.77%
1 Week
65.49%
decreased by 1.85%
1 Month
65.14%
decreased by 2.20%
Analysis last updated: Friday, August 21, 2026 at 09:36 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Aug 21, 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 | 61 | |
α ARCH Response to squared shocks | 0.0164 | 10.48*** |
β GARCH Volatility persistence | 0.8998 | 172.47*** |
γ leverage Additional response to negative shocks | 0.0681 | 20.93*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0094 | 3.29*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0165 | 4.26*** |
λ₃ tau persistence Long-term factor persistence | 0.9825 | 239.87*** |
Persistence:
0.950
Half-life:
14 days
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