V-Lab
San Shing Fastech ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Monday, July 27th, 2026
1 Day
5,696.44
1 Week
5,068.42
1 Month
4,930.28
Analysis last updated: Sunday, July 26, 2026 at 06:12 AM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Sep 10, 2001 to Jul 24, 2026Model Insight
Illiquidity shocks decay with a half-life of 54 trading days, meaning a shock loses half its impact after approximately 54 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 | 41 | |
α ARCH Response to squared shocks | 0.1859 | 2.37** |
β GARCH Volatility persistence | 0.7933 | 50.27*** |
γ leverage Additional response to negative shocks | 0.0163 | 0.12 |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 5.47*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0400 | 19.96*** |
λ₃ tau persistence Long-term factor persistence | 0.9588 | 57.24*** |
Persistence:
0.987
Half-life:
54 days
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