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V-Lab

Haosen Fintech Group Ltd ILLIQ-MFMEM Liquidity Analysis

Illiquidity prediction for Friday, August 7th, 2026

1 Day

32,462.18

increased by 13,714.76

1 Week

10,281.58

decreased by 8,465.84

1 Month

4,014.15

decreased by 14,733.27

Analysis last updated: Friday, August 7, 2026 at 06:58 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of Haosen Fintech Group Ltd ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jul 21, 2017 to Jul 31, 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

41
α

ARCH

Response to squared shocks

0.2817
0.20
β

GARCH

Volatility persistence

0.7597
49.96***
γ

leverage

Additional response to negative shocks

-0.2817
-0.10
λ₁

tau intercept

Baseline long-term coefficient

3.4821
0.27
λ₂

forecast adj.

Forecast performance sensitivity

0.1154
0.24
λ₃

tau persistence

Long-term factor persistence

0.8846
9.88***

Persistence:

0.901

Half-life:

7 days