V-Lab
Excelsior Capital Ltd Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Monday, July 27th, 2026
1 Day
30,803,230.00
decreased by 613,290.00
1 Week
32,876,238.00
increased by 1,459,718.00
1 Month
34,307,255.62
increased by 2,890,735.62
Analysis last updated: Saturday, July 25, 2026 at 10:05 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jan 3, 1996 to Jul 24, 2026Model Insight
This model fits a time-varying baseline (a spline), so illiquidity mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 16 trading days.
μ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.0898 | 3.21*** |
α ARCH Response to squared shocks | 0.2255 | 5.75*** |
β GARCH Volatility persistence | 0.7326 | 19.26*** |
Spline Coefficients
K=7
| γ1 | 0.0699 | 0.58 |
| γ2 | -0.2131 | -1.17 |
| γ3 | 0.5021 | 3.83*** |
| γ4 | -0.6105 | -3.84*** |
| γ5 | 0.2438 | 1.35 |
| γ6 | 0.3538 | 2.31** |
| γ7 | -0.9463 | -4.40*** |
Persistence:
0.958
Half-life:
16 days
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