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Hyperscale Data Inc ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Tuesday, July 21st, 2026

1 Day

7,824.12

increased by 979.74

1 Week

7,993.73

increased by 1,149.35

1 Month

7,616.99

increased by 772.61

Analysis last updated: Monday, July 20, 2026 at 09:54 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Hyperscale Data Inc ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Dec 17, 1996 to Jul 17, 2026

Model Insight

Illiquidity shocks decay with a half-life of 8 trading days, meaning a shock loses half its impact after approximately 8 days. This multi-frequency model splits illiquidity into a fast short-run component and a slow-moving long-run level that drifts over the sample rather than a constant baseline.

μ

ILLIQ-MFMEM Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

71
α

ARCH

Response to squared shocks

0.2210
0.01
β

GARCH

Volatility persistence

0.8048
151.77***
γ

leverage

Additional response to negative shocks

-0.2210
0.00
λ₁

tau intercept

Baseline long-term coefficient

10.0000
0.01
λ₂

forecast adj.

Forecast performance sensitivity

0.1254
0.01
λ₃

tau persistence

Long-term factor persistence

0.0000
0.01

Persistence:

0.915

Half-life:

8 days