Keel Infrastructure Corp APARCH Volatility Analysis
Volatility prediction for Monday, July 13th, 2026
1 Day
102.77%
1 Week
102.95%
1 Month
103.35%
Analysis last updated: Friday, July 10, 2026 at 10:11 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jun 21, 2021 to Jul 10, 2026Model Insight
This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 48% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets. The volatility power δ = 1.20 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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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.0000 | 3.11*** |
α ARCH Response to squared shocks | 0.0590 | 8.48*** |
β GARCH Volatility persistence | 0.8476 | 49.40*** |
γ leverage Additional response to negative shocks | -0.1616 | -2.01** |
δ power Transformation power | 1.2046 | 7.92*** |
Persistence:
0.896
Half-life:
6 days
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