V-Lab
Excelsior Capital Ltd Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Thursday, August 6th, 2026
1 Day
27,344,500.00
increased by 180,300.00
1 Week
27,723,790.00
increased by 559,590.00
1 Month
31,799,427.89
increased by 4,635,227.89
Analysis last updated: Thursday, August 6, 2026 at 06:08 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jan 3, 1996 to Jul 31, 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 | 1.0905 | 3.21*** |
α ARCH Response to squared shocks | 0.2259 | 5.75*** |
β GARCH Volatility persistence | 0.7323 | 19.20*** |
Spline Coefficients
K=7
| γ1 | 0.0697 | 0.58 |
| γ2 | -0.2129 | -1.17 |
| γ3 | 0.5018 | 3.83*** |
| γ4 | -0.6098 | -3.84*** |
| γ5 | 0.2422 | 1.34 |
| γ6 | 0.3571 | 2.33** |
| γ7 | -0.9542 | -4.54*** |
Persistence:
0.958
Half-life:
16 days
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