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V-Lab

Ekitan & Co Ltd ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Wednesday, July 22nd, 2026

1 Day

4,003.88

decreased by 93.24

1 Week

4,280.42

increased by 183.30

1 Month

5,965.50

increased by 1,868.38

Analysis last updated: Wednesday, July 22, 2026 at 07:27 PM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

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10Y ·

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graph of Ekitan & Co Ltd ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Mar 3, 2011 to Jul 17, 2026

Model Insight

With persistence 0.999, illiquidity shocks have a half-life of 743 trading days (~2.9 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. 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

0.1534
42.88***
β

GARCH

Volatility persistence

0.8590
220.88***
γ

leverage

Additional response to negative shocks

-0.0266
-12.85***
λ₁

tau intercept

Baseline long-term coefficient

3,772.3160

Persistence:

0.999

Half-life:

743 days