V-Lab
SK Hynix Inc MF2-GARCH Volatility Analysis
Volatility prediction for Wednesday, August 5th, 2026
1 Day
134.96%
decreased by 7.92%
1 Week
131.37%
decreased by 11.51%
1 Month
125.61%
decreased by 17.27%
Analysis last updated: Wednesday, August 5, 2026 at 07:52 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 26, 1996 to Jul 31, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 367% more than equivalent positive returns.
σ
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 21 | |
α ARCH Response to squared shocks | 0.0227 | 9.43*** |
β GARCH Volatility persistence | 0.8042 | 57.04*** |
γ leverage Additional response to negative shocks | 0.0833 | 18.65*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0231 | 1.50 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0347 | 3.31*** |
λ₃ tau persistence Long-term factor persistence | 0.9638 | 87.33*** |
Persistence:
0.869
Half-life:
5 days
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