State Street Financial Select Sector SPDR ETF APARCH Volatility Analysis
Volatility prediction for Monday, October 19th, 2026
1 Day
13.89%
1 Week
14.30%
1 Month
15.80%
Analysis last updated: Friday, October 16, 2026 at 11:20 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 22, 1998 to Oct 16, 2026Model Insight
This asset exhibits a strong leverage effect: volatility responds almost entirely to negative shocks. The ARCH response to positive shocks is negligible. The volatility power δ = 1.26 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 | 0.0291 | 6.95*** |
| αARCH | 0.0926 | 8.61*** |
| βGARCH | 0.9040 | 97.10*** |
| γleverage | 0.6014 | 5.58*** |
| δpower | 1.2565 | 9.04*** |
0.985
Persistence45d
Half-lifeAPARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0291 | 6.95*** |
α ARCH Response to squared shocks | 0.0926 | 8.61*** |
β GARCH Volatility persistence | 0.9040 | 97.10*** |
γ leverage Additional response to negative shocks | 0.6014 | 5.58*** |
δ power Transformation power | 1.2565 | 9.04*** |
Persistence:
0.985
Half-life:
45 days
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