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Nippon Info DEV Co Ltd Asymmetric ILLIQ Liquidity Analysis

High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful

Illiquidity prediction for Thursday, August 13th, 2026

1 Day

5,110.77

increased by 3,753.83

1 Week

2,167.36

increased by 810.42

1 Month

1,737.32

increased by 380.38

Analysis last updated: Thursday, August 13, 2026 at 08:04 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

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graph of Nippon Info DEV Co Ltd ILLIQ-AMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jan 31, 2003 to Aug 10, 2026

Model Insight

With persistence 1.000, illiquidity shocks have a half-life of 1386294 trading days (~5501.2 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Asymmetry: Illiquidity rises 60% more after negative returns

μ

ILLIQ-AMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

5.0000
4.27***
α

ARCH

Response to squared shocks

0.0664
19.49***
β

GARCH

Volatility persistence

0.9136
496.27***
γ

leverage

Additional response to negative shocks

0.0400
6.78***

Persistence:

1.000

Half-life:

1386294 days