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Nanshan Aluminium Internatio ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Friday, August 28th, 2026
1 Day
1,140.96
1 Week
1,176.57
1 Month
1,164.87
Analysis last updated: Friday, August 28, 2026 at 06:51 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Mar 25, 2025 to Aug 21, 2026Model Insight
With persistence 0.995, illiquidity shocks have a half-life of 138 trading days (~0.5 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 | 86 | |
α ARCH Response to squared shocks | 0.0538 | 1.79* |
β GARCH Volatility persistence | 0.9603 | 350.22*** |
γ leverage Additional response to negative shocks | -0.0382 | -0.55 |
λ₁ tau intercept Baseline long-term coefficient | 0.0000 | 1.50 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0009 | 1.64 |
λ₃ tau persistence Long-term factor persistence | 0.0000 | 2.00** |
Persistence:
0.995
Half-life:
138 days
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