V-Lab
Swarmer Inc ILLIQ-MFMEM Liquidity Analysis
High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful
Illiquidity prediction for Friday, July 31st, 2026
1 Day
7,019.14
1 Week
6,906.42
1 Month
4,992.03
Analysis last updated: Thursday, July 30, 2026 at 09:31 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Mar 17, 2026 to Jul 28, 2026Model Insight
With persistence 1.000, illiquidity shocks have a half-life of 1386294 trading days (~5501.2 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. 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 | 26 | |
α ARCH Response to squared shocks | 0.0390 | 0.03 |
β GARCH Volatility persistence | 0.9805 | 13.37*** |
γ leverage Additional response to negative shocks | -0.0390 | -0.02 |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 0.03 |
λ₂ forecast adj. Forecast performance sensitivity | 1.0000 | 0.03 |
λ₃ tau persistence Long-term factor persistence | 0.0000 | 0.00 |
Persistence:
1.000
Half-life:
1386294 days
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