V-Lab
Kandarp Digi Smart BPO Ltd ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Tuesday, August 11th, 2026
1 Day
32,482.58
1 Week
42,227.13
1 Month
93,300.92
Analysis last updated: Tuesday, August 11, 2026 at 07:14 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Sep 28, 2022 to Aug 7, 2026Model Insight
This asset shows asymmetric liquidity dynamics: illiquidity rises 16% more after negative returns than after positive returns of equal magnitude. 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 |
|---|---|---|
α ARCH Response to squared shocks | 0.2143 | 27.03*** |
β GARCH Volatility persistence | 0.7452 | 91.09*** |
γ leverage Additional response to negative shocks | 0.0336 | 5.78*** |
λ₁ tau intercept Baseline long-term coefficient | 93,101.4600 |
Persistence:
0.976
Half-life:
29 days
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