V-Lab
ZIP Co Ltd MF2-GARCH Volatility Analysis
Volatility prediction for Monday, August 24th, 2026
1 Day
145.82%
1 Week
112.95%
1 Month
100.69%
Analysis last updated: Saturday, August 22, 2026 at 08:42 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Apr 3, 2017 to Aug 21, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 102% 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 | 36 | |
α ARCH Response to squared shocks | 0.3679 | 18.96*** |
β GARCH Volatility persistence | 0.0976 | 4.13*** |
γ leverage Additional response to negative shocks | -0.1855 | -6.43*** |
λ₁ tau intercept Baseline long-term coefficient | 4.4315 | 0.55 |
λ₂ forecast adj. Forecast performance sensitivity | 0.3976 | 0.63 |
λ₃ tau persistence Long-term factor persistence | 0.4655 | 0.52 |
Persistence:
0.373
Half-life:
1 days
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