Unicap Modaraba MF2-GARCH Volatility Analysis
Volatility prediction for Tuesday, July 14th, 2026
1 Day
91.05%
1 Week
92.91%
1 Month
94.79%
Analysis last updated: Tuesday, July 14, 2026 at 07:51 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Apr 27, 2012 to Jul 10, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 35% 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
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 51 | |
α ARCH Response to squared shocks | 0.1524 | 16.84*** |
β GARCH Volatility persistence | 0.6801 | 34.16*** |
γ leverage Additional response to negative shocks | -0.0392 | -2.81*** |
λ₁ tau intercept Baseline long-term coefficient | 0.1550 | 0.86 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0121 | 1.81* |
λ₃ tau persistence Long-term factor persistence | 0.9856 | 117.25*** |
Persistence:
0.813
Half-life:
3 days
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