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Hyperscale Data Inc Asymmetric ILLIQ Liquidity Analysis

High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful

Illiquidity prediction for Monday, August 31st, 2026

1 Day

25,036.19

decreased by 3,052.63

1 Week

28,999.30

increased by 910.48

1 Month

17,013.50

decreased by 11,075.32

Analysis last updated: Friday, August 28, 2026 at 11:05 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Hyperscale Data Inc ILLIQ-AMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Dec 17, 1996 to Aug 28, 2026

Model Insight

With persistence 1.000, illiquidity shocks have a half-life of 693147 trading days (~2750.6 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Asymmetry: Illiquidity rises 55% more after negative returns

μ

ILLIQ-AMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

5.0000
0.16
α

ARCH

Response to squared shocks

0.1378
9.67***
β

GARCH

Volatility persistence

0.8245
127.08***
γ

leverage

Additional response to negative shocks

0.0754
3.61***

Persistence:

1.000

Half-life:

693147 days