Zee Learn Ltd ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Thursday, July 9th, 2026
1 Day
4,114.71
1 Week
4,409.32
1 Month
5,126.41
Analysis last updated: Thursday, July 9, 2026 at 07:14 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Dec 20, 2010 to Jul 3, 2026Model Insight
Illiquidity shocks decay with a half-life of 3 trading days, meaning a shock loses half its impact after approximately 3 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 | 21 | |
α ARCH Response to squared shocks | 0.2178 | 0.09 |
β GARCH Volatility persistence | 0.6758 | 6.32*** |
γ leverage Additional response to negative shocks | -0.2178 | -0.04 |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 0.11 |
λ₂ forecast adj. Forecast performance sensitivity | 0.2278 | 0.13 |
λ₃ tau persistence Long-term factor persistence | 0.7722 | 0.99 |
Persistence:
0.785
Half-life:
3 days
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