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V-Lab

MindForge Inc APARCH Volatility Analysis

Volatility prediction for Friday, July 24th, 2026

1 Day

254.14%

decreased by 46.53%

1 Week

254.40%

decreased by 46.27%

1 Month

255.24%

decreased by 45.43%

Analysis last updated: Friday, July 24, 2026 at 02:19 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

All

graph of MindForge Inc APARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Mar 29, 2024 to Jul 17, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 95% 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 = 0.91 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

0.4713
4.00***
α

ARCH

Response to squared shocks

0.1805
12.01***
β

GARCH

Volatility persistence

0.8195
48.58***
γ

leverage

Additional response to negative shocks

-0.3517
-4.46***
δ

power

Transformation power

0.9055
9.96***

Persistence:

0.962

Half-life:

18 days