V-Lab
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, September 21st, 2026
1 Day
11,310.92
1 Week
12,695.16
1 Month
17,177.42
Analysis last updated: Friday, September 18, 2026 at 11:56 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Dec 17, 1996 to Sep 18, 2026Model Insight
Estimated persistence of 1.000 is at or above 1 (non-stationary): illiquidity shocks do not decay and the long-run level is undefined, so long-horizon forecasts should be treated with caution.
Asymmetry: Illiquidity rises 56% more after negative returns
ILLIQ-AMEM Model
Tap to view equation
| Param | Value | t-stat |
|---|---|---|
| ωconst | 4.9897 | 0.19 |
| αARCH | 0.0849 | 6.22*** |
| βGARCH | 0.8914 | 107.10*** |
| γleverage | 0.0473 | 2.21** |
1.000
Persistence-
Half-lifeILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 4.9897 | 0.19 |
α ARCH Response to squared shocks | 0.0849 | 6.22*** |
β GARCH Volatility persistence | 0.8914 | 107.10*** |
γ leverage Additional response to negative shocks | 0.0473 | 2.21** |
Persistence:
1.000
Half-life:
-
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