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Kandarp Digi Smart BPO Ltd ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Wednesday, July 22nd, 2026

1 Day

154,081.90

decreased by 10,018.10

1 Week

155,951.42

decreased by 8,148.58

1 Month

71,920.67

decreased by 92,179.33

Analysis last updated: Wednesday, July 22, 2026 at 07:03 PM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

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graph of Kandarp Digi Smart BPO Ltd ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Sep 28, 2022 to Jul 17, 2026

Model Insight

Illiquidity shocks decay with a half-life of 31 trading days, meaning a shock loses half its impact after approximately 31 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.

μ

ILLIQ-MFMEM Model

Tap to view equation

ParameterValuet-statistic
α

ARCH

Response to squared shocks

0.2210
27.42***
β

GARCH

Volatility persistence

0.7468
92.50***
γ

leverage

Additional response to negative shocks

0.0198
3.31***
λ₁

tau intercept

Baseline long-term coefficient

93,897.0500

Persistence:

0.978

Half-life:

31 days