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V-Lab

Aaa Technologies Limited ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Tuesday, July 14th, 2026

1 Day

4,244.12

decreased by 474.34

1 Week

5,084.22

increased by 365.76

1 Month

6,209.26

increased by 1,490.80

Analysis last updated: Tuesday, July 14, 2026 at 06:58 PM UTC

Date Range:

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to

6M ·

1Y ·

2Y ·

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graph of Aaa Technologies Limited ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Oct 13, 2020 to Jul 10, 2026

Model Insight

Illiquidity shocks decay with a half-life of 7 trading days, meaning a shock loses half its impact after approximately 7 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
m

window

Rolling window length

126
α

ARCH

Response to squared shocks

0.1705
7.08***
β

GARCH

Volatility persistence

0.8165
111.22***
γ

leverage

Additional response to negative shocks

-0.1705
-6.42***
λ₁

tau intercept

Baseline long-term coefficient

10.0000
174.81***
λ₂

forecast adj.

Forecast performance sensitivity

0.0000
0.01
λ₃

tau persistence

Long-term factor persistence

0.9934
393.12***

Persistence:

0.902

Half-life:

7 days