V-Lab
Vaishali Pharma Ltd ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Monday, August 3rd, 2026
1 Day
11,269.25
1 Week
13,363.72
1 Month
22,866.82
Analysis last updated: Sunday, August 2, 2026 at 06:38 AM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Oct 16, 2017 to Jul 31, 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
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 31 | |
α ARCH Response to squared shocks | 0.2800 | 2.15** |
β GARCH Volatility persistence | 0.6834 | 45.96*** |
γ leverage Additional response to negative shocks | -0.2800 | -1.00 |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 8.85*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.2014 | 8.76*** |
λ₃ tau persistence Long-term factor persistence | 0.7880 | 7.29*** |
Persistence:
0.823
Half-life:
4 days
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