iShares MSCI Australia ETF MF2-GARCH Volatility Analysis
Volatility prediction for Monday, October 26th, 2026
1 Day
14.86%
decreased by 0.51%
1 Week
15.35%
decreased by 0.02%
1 Month
16.37%
increased by 1.00%
Analysis last updated: Friday, October 23, 2026 at 10:51 PM UTC
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How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Apr 1, 1996 to Oct 23, 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
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Leverage: volatility responds almost entirely to negative shocks
| Param | Value | t-stat |
|---|---|---|
| mwindow | 21 | |
| αARCH | 0.0035 | 0.28 |
| βGARCH | 0.7820 | 30.53*** |
| γleverage | 0.1783 | 6.48*** |
| λ₁tau intercept | 0.0155 | 2.63*** |
| λ₂forecast adj. | 0.0479 | 4.21*** |
| λ₃tau persistence | 0.9450 | 71.50*** |
0.875
Persistence5d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 21 | |
α ARCH Response to squared shocks | 0.0035 | 0.28 |
β GARCH Volatility persistence | 0.7820 | 30.53*** |
γ leverage Additional response to negative shocks | 0.1783 | 6.48*** |
λ₁ tau intercept Baseline long-term coefficient | 0.0155 | 2.63*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0479 | 4.21*** |
λ₃ tau persistence Long-term factor persistence | 0.9450 | 71.50*** |
Persistence:
0.875
Half-life:
5 days
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