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V-Lab

AI Financial Corp APARCH Volatility Analysis

Volatility prediction for Wednesday, July 22nd, 2026

1 Day

96.27%

increased by 19.02%

1 Week

100.12%

increased by 22.87%

1 Month

112.35%

increased by 35.10%

Analysis last updated: Tuesday, July 21, 2026 at 09:14 PM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

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graph of AI Financial Corp APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Nov 7, 1991 to Jul 17, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 22% 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 = 1.54 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
6.34***
α

ARCH

Response to squared shocks

0.1637
34.70***
β

GARCH

Volatility persistence

0.8275
192.89***
γ

leverage

Additional response to negative shocks

-0.0638
-3.12***
δ

power

Transformation power

1.5424
22.93***

Persistence:

0.970

Half-life:

23 days