V-Lab
Productive Technologies Co Ltd Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Monday, July 27th, 2026
1 Day
31,539.43
increased by 6,528.56
1 Week
22,163.79
decreased by 2,847.08
1 Month
20,814.53
decreased by 4,196.34
Analysis last updated: Sunday, July 26, 2026 at 01:01 AM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jan 2, 2007 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 34 trading days.
μ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 4.5704 | 3.00*** |
α ARCH Response to squared shocks | 0.2659 | 6.74*** |
β GARCH Volatility persistence | 0.7141 | 21.96*** |
Spline Coefficients
K=9
| γ1 | -0.5726 | -0.46 |
| γ2 | -0.8453 | -0.40 |
| γ3 | 3.2536 | 2.39** |
| γ4 | -2.1512 | -2.77*** |
| γ5 | 0.1067 | 0.18 |
| γ6 | 0.0416 | 0.06 |
| γ7 | 0.0646 | 0.08 |
| γ8 | 1.4846 | 1.83* |
| γ9 | -3.6475 | -4.15*** |
Persistence:
0.980
Half-life:
34 days
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