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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

Date Range:

from

to

6M ·

1Y ·

2Y ·

All

graph of Kandarp Digi Smart BPO Ltd ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Sep 28, 2022 to Aug 28, 2026

Model 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

ParameterValuet-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***
γi Spline Coefficients
K=2
γ1-1.1046
-3.56***
γ23.0142
4.84***

Persistence:

0.909

Half-life:

7 days