V-Lab
Kandarp Digi Smart BPO Ltd Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Monday, August 31st, 2026
1 Day
140,347.00
decreased by 28,330.30
1 Week
100,828.79
decreased by 67,848.51
1 Month
75,398.07
decreased by 93,279.23
Analysis last updated: Saturday, August 29, 2026 at 10:24 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Sep 28, 2022 to Aug 28, 2026Model Insight
This model fits a time-varying baseline (a spline), so illiquidity mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 7 trading days.
μ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.8203 | 5.73*** |
α ARCH Response to squared shocks | 0.2024 | 4.97*** |
β GARCH Volatility persistence | 0.7066 | 11.69*** |
Spline Coefficients
K=2
| γ1 | -1.1046 | -3.56*** |
| γ2 | 3.0142 | 4.84*** |
Persistence:
0.909
Half-life:
7 days
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