V-Lab
Halder Venture Limited Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Monday, September 7th, 2026
1 Day
10,030.73
increased by 431.09
1 Week
9,625.26
increased by 25.62
1 Month
10,945.68
increased by 1,346.04
Analysis last updated: Saturday, September 5, 2026 at 10:32 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Mar 23, 2018 to Sep 4, 2026Model Insight
With persistence 0.999, illiquidity shocks have a half-life of 1081 trading days (~4.3 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
μ
ILLIQ-SMEM Model
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High persistence: persistence 0.999, shock half-life ~1081 days
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.8864 | 2.48** |
| αARCH | 0.2839 | 7.10*** |
| βGARCH | 0.7154 | 17.95*** |
Spline Coefficients
K=4
| γ1 | -9.0252 | -4.53*** |
| γ2 | 8.5745 | 1.54 |
| γ3 | 15.5680 | 0.94 |
| γ4 | -25.9595 | -1.32 |
0.999
Persistence1081d
Half-lifeμ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.8864 | 2.48** |
α ARCH Response to squared shocks | 0.2839 | 7.10*** |
β GARCH Volatility persistence | 0.7154 | 17.95*** |
Spline Coefficients
K=4
| γ1 | -9.0252 | -4.53*** |
| γ2 | 8.5745 | 1.54 |
| γ3 | 15.5680 | 0.94 |
| γ4 | -25.9595 | -1.32 |
Persistence:
0.999
Half-life:
1081 days
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