V-Lab
UOB-Kay Hian Holdings Ltd MF2-GARCH Volatility Analysis
Volatility prediction for Wednesday, August 26th, 2026
1 Day
35.33%
1 Week
36.35%
1 Month
37.78%
Analysis last updated: Wednesday, August 26, 2026 at 09:40 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Nov 14, 1990 to Aug 21, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 44% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets.
MF2-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 21 | |
α ARCH Response to squared shocks | 0.2521 | 26.99*** |
β GARCH Volatility persistence | 0.5300 | 42.92*** |
γ leverage Additional response to negative shocks | -0.0769 | -6.73*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0016 | 1.48 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0146 | 4.92*** |
λ₃ tau persistence Long-term factor persistence | 0.9850 | 286.26*** |
Persistence:
0.744
Half-life:
2 days
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