Skip to main content
V-Lab

Kandarp Digi Smart BPO Ltd ILLIQ-MFMEM Liquidity Analysis

Illiquidity prediction for Tuesday, August 11th, 2026

1 Day

32,482.58

decreased by 5,824.79

1 Week

42,227.13

increased by 3,919.76

1 Month

93,300.92

increased by 54,993.55

Analysis last updated: Tuesday, August 11, 2026 at 07:14 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

All

graph of Kandarp Digi Smart BPO Ltd ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Sep 28, 2022 to Aug 7, 2026

Model 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.

μ

ILLIQ-MFMEM Model

Tap to view equation

ParameterValuet-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