Sfa Engineering Corp ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Monday, July 13th, 2026
1 Day
15.01
1 Week
14.26
1 Month
12.24
Analysis last updated: Sunday, July 12, 2026 at 12:34 AM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Apr 9, 2003 to Jul 10, 2026Model Insight
Illiquidity shocks decay with a half-life of 4 trading days, meaning a shock loses half its impact after approximately 4 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
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 31 | |
α ARCH Response to squared shocks | 0.1206 | 1.07 |
β GARCH Volatility persistence | 0.7932 | 55.28*** |
γ leverage Additional response to negative shocks | -0.1206 | -0.49 |
λ₁ tau intercept Baseline long-term coefficient | 0.0377 | 2.24** |
λ₂ forecast adj. Forecast performance sensitivity | 0.2830 | 4.29*** |
λ₃ tau persistence Long-term factor persistence | 0.7078 | 3.40*** |
Persistence:
0.854
Half-life:
4 days
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