V-Lab
Collective Mining Ltd Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Friday, September 25th, 2026
1 Day
12,876.10
decreased by 670.27
1 Week
12,541.07
decreased by 1,005.30
1 Month
12,165.93
decreased by 1,380.44
Analysis last updated: Friday, September 25, 2026 at 09:04 AM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jun 1, 2021 to Sep 18, 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 2 trading days.
μ
ILLIQ-SMEM Model
Tap to view equation
Time-varying baseline: illiquidity reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.4117 | 2.86*** |
| αARCH | 0.1547 | 2.94*** |
| βGARCH | 0.5902 | 4.27*** |
Spline Coefficients
K=7
| γ1 | 4.1939 | 1.55 |
| γ2 | -11.5561 | -2.63*** |
| γ3 | 14.8648 | 4.24*** |
| γ4 | -12.3900 | -4.31*** |
| γ5 | 5.0469 | 2.21** |
| γ6 | 2.1316 | 1.29 |
| γ7 | -2.2267 | -1.65* |
0.745
Persistence2d
Half-lifeμ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.4117 | 2.86*** |
α ARCH Response to squared shocks | 0.1547 | 2.94*** |
β GARCH Volatility persistence | 0.5902 | 4.27*** |
Spline Coefficients
K=7
| γ1 | 4.1939 | 1.55 |
| γ2 | -11.5561 | -2.63*** |
| γ3 | 14.8648 | 4.24*** |
| γ4 | -12.3900 | -4.31*** |
| γ5 | 5.0469 | 2.21** |
| γ6 | 2.1316 | 1.29 |
| γ7 | -2.2267 | -1.65* |
Persistence:
0.745
Half-life:
2 days
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