V-Lab
Carlsberg Brewery Malaysia Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Monday, September 21st, 2026
1 Day
4,025.52
increased by 994.56
1 Week
3,027.64
decreased by 3.32
1 Month
2,731.22
decreased by 299.74
Analysis last updated: Sunday, September 20, 2026 at 02:04 AM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jun 24, 1994 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 22 trading days.
μ
ILLIQ-SMEM Model
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Time-varying baseline: illiquidity reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.4775 | 2.48** |
| αARCH | 0.2467 | 7.31*** |
| βGARCH | 0.7226 | 30.25*** |
Spline Coefficients
K=4
| γ1 | -0.0547 | -4.01*** |
| γ2 | 0.0816 | 4.09*** |
| γ3 | -0.0434 | -2.89*** |
| γ4 | 0.0393 | 1.82* |
0.969
Persistence22d
Half-lifeμ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.4775 | 2.48** |
α ARCH Response to squared shocks | 0.2467 | 7.31*** |
β GARCH Volatility persistence | 0.7226 | 30.25*** |
Spline Coefficients
K=4
| γ1 | -0.0547 | -4.01*** |
| γ2 | 0.0816 | 4.09*** |
| γ3 | -0.0434 | -2.89*** |
| γ4 | 0.0393 | 1.82* |
Persistence:
0.969
Half-life:
22 days
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