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Tsuji Hongo IT Consulting Co Ltd ILLIQ-MFMEM Liquidity Analysis

Illiquidity prediction for Tuesday, July 28th, 2026

1 Day

9,789.98

increased by 52.23

1 Week

8,945.82

decreased by 791.93

1 Month

7,454.53

decreased by 2,283.22

Analysis last updated: Tuesday, July 28, 2026 at 07:49 PM UTC

Date Range:

from

to

6M ·

All

graph of Tsuji Hongo IT Consulting Co Ltd ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Dec 19, 2025 to Jul 24, 2026

Model Insight

Estimated persistence of 1.000 is at or above 1 (non-stationary): illiquidity shocks do not decay and the long-run level is undefined, so long-horizon forecasts should be treated with caution. 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

0.1454
290.29***
β

GARCH

Volatility persistence

0.9273
3,552.81***
γ

leverage

Additional response to negative shocks

-0.1454
-153.25***
λ₁

tau intercept

Baseline long-term coefficient

2,511.4300

Persistence:

1.000

Half-life:

-