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V-Lab

Keel Infrastructure Corp APARCH Volatility Analysis

Volatility prediction for Monday, July 13th, 2026

1 Day

102.77%

decreased by 2.03%

1 Week

102.95%

decreased by 1.85%

1 Month

103.35%

decreased by 1.45%

Analysis last updated: Friday, July 10, 2026 at 10:11 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of Keel Infrastructure Corp APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jun 21, 2021 to Jul 10, 2026
Boundary Parameters

Model 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.

σ

APARCH Model

Tap to view equation

ParameterValuet-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