V-Lab
Hyperscale Data Inc ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Monday, August 17th, 2026
1 Day
14,738.02
1 Week
11,593.16
1 Month
11,990.87
Analysis last updated: Friday, August 14, 2026 at 11:02 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Dec 17, 1996 to Aug 14, 2026Model Insight
Illiquidity shocks decay with a half-life of 10 trading days, meaning a shock loses half its impact after approximately 10 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 | 116 | |
α ARCH Response to squared shocks | 0.2241 | 0.23 |
β GARCH Volatility persistence | 0.8026 | 441.95*** |
γ leverage Additional response to negative shocks | -0.1825 | -0.10 |
λ₁ tau intercept Baseline long-term coefficient | 5.1317 | 0.32 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.00 |
λ₃ tau persistence Long-term factor persistence | 0.9856 | 35.16*** |
Persistence:
0.935
Half-life:
10 days
Other Hyperscale Data Inc Analyses
Other ILLIQ-MFMEM Analyses on Equities