Aurelius Technologies Berhad Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Wednesday, November 11th, 2026
1 Day
61,398.38
decreased by 6,203.17
1 Week
67,107.65
decreased by 493.90
1 Month
41,915.26
decreased by 25,686.29
Analysis last updated: Wednesday, November 11, 2026 at 08:56 PM UTC
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News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Dec 16, 2021 to Nov 6, 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 15 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 | 0.7408 | 6.05*** |
| αARCH | 0.1996 | 5.36*** |
| βGARCH | 0.7550 | 16.61*** |
Spline Coefficients
K=1
| γ1 | -0.1016 | -2.46** |
0.955
Persistence15d
Half-lifeμ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.7408 | 6.05*** |
α ARCH Response to squared shocks | 0.1996 | 5.36*** |
β GARCH Volatility persistence | 0.7550 | 16.61*** |
Spline Coefficients
K=1
| γ1 | -0.1016 | -2.46** |
Persistence:
0.955
Half-life:
15 days
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