FTSE World Italy Large Cap Index APARCH Volatility Analysis
Volatility prediction for Friday, October 16th, 2026
1 Day
22.17%
1 Week
22.27%
1 Month
22.63%
Analysis last updated: Friday, October 16, 2026 at 11:49 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 1, 1998 to Oct 8, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 362% more than equivalent positive returns. The volatility power δ = 1.14 sits below 2, so large shocks influence volatility less than quadratically, a more outlier-robust response than standard GARCH.
APARCH Model
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| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.0318 | 8.02*** |
| αARCH | 0.0918 | 7.84*** |
| βGARCH | 0.9047 | 100.27*** |
| γleverage | 0.5860 | 5.24*** |
| δpower | 1.1399 | 9.41*** |
0.981
Persistence36d
Half-lifeAPARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0318 | 8.02*** |
α ARCH Response to squared shocks | 0.0918 | 7.84*** |
β GARCH Volatility persistence | 0.9047 | 100.27*** |
γ leverage Additional response to negative shocks | 0.5860 | 5.24*** |
δ power Transformation power | 1.1399 | 9.41*** |
Persistence:
0.981
Half-life:
36 days
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