V-Lab
DL Holdings Group Ltd 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 Wednesday, October 7th, 2026
1 Day
6,043.90
1 Week
6,701.95
1 Month
7,285.25
Analysis last updated: Wednesday, October 7, 2026 at 06:53 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Oct 7, 2015 to Oct 2, 2026Model Insight
With persistence 1.000, illiquidity shocks have a half-life of 1386294 trading days (~5501.2 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
ILLIQ-AMEM Model
Tap to view equation
| Param | Value | t-stat |
|---|---|---|
| ωconst | 3.6206 | 0.08 |
| αARCH | 0.0362 | 1.43 |
| βGARCH | 0.9070 | 28.22*** |
| γleverage | 0.1134 | 0.64 |
1.000
Persistence1386294d
Half-lifeILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 3.6206 | 0.08 |
α ARCH Response to squared shocks | 0.0362 | 1.43 |
β GARCH Volatility persistence | 0.9070 | 28.22*** |
γ leverage Additional response to negative shocks | 0.1134 | 0.64 |
Persistence:
1.000
Half-life:
1386294 days
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