V-Lab
Productive Technologies Co Ltd ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Monday, July 27th, 2026
1 Day
39,870.45
1 Week
27,661.84
1 Month
25,735.03
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
Illiquidity shocks decay with a half-life of 5 trading days, meaning a shock loses half its impact after approximately 5 days. This multi-frequency model splits illiquidity into a fast short-run component and a slow-moving long-run level that drifts over the sample rather than a constant baseline.
ILLIQ-MFMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 126 | |
α ARCH Response to squared shocks | 0.3641 | 0.77 |
β GARCH Volatility persistence | 0.6851 | 20.55*** |
γ leverage Additional response to negative shocks | -0.3641 | -0.39 |
λ₁ tau intercept Baseline long-term coefficient | 0.0000 | 0.00 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0248 | 1.06 |
λ₃ tau persistence Long-term factor persistence | 0.9697 | 110.17*** |
Persistence:
0.867
Half-life:
5 days
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