Hyperscale Data Inc ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Tuesday, July 21st, 2026
1 Day
7,824.12
1 Week
7,993.73
1 Month
7,616.99
Analysis last updated: Monday, July 20, 2026 at 09:54 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Dec 17, 1996 to Jul 17, 2026Model 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.
ILLIQ-MFMEM Model
Tap to view equation
| Parameter | Value | t-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
Other Hyperscale Data Inc Analyses
Other ILLIQ-MFMEM Analyses on Equities