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M3 Technology Inc Asymmetric ILLIQ Liquidity Analysis

Illiquidity prediction for Friday, October 23rd, 2026

1 Day

1,741.34

increased by 242.99

1 Week

1,371.38

decreased by 126.97

1 Month

870.98

decreased by 627.37

Analysis last updated: Friday, October 23, 2026 at 08:55 PM UTC

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Date Range:

from

10/22/2024

to

10/22/2026

6M ·

1Y ·

2Y ·

5Y ·

All

graph of M3 Technology Inc ILLIQ-AMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Nov 27, 2020 to Oct 16, 2026

Model Insight

With persistence 0.998, illiquidity shocks have a half-life of 360 trading days (~1.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Asymmetry: Illiquidity rises 203% more after negative returns

μ

ILLIQ-AMEM Model

Tap to view equation

High persistence: persistence 0.998, shock half-life ~360 daysAsymmetry: Illiquidity rises 203% more after negative returns
ParamValuet-stat
ωconst1.4464
0.90
αARCH0.0784
2.39**
βGARCH0.8401
32.87***
γleverage0.1593
3.63***

0.998

Persistence

360d

Half-life
μ

ILLIQ-AMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.4464
0.90
α

ARCH

Response to squared shocks

0.0784
2.39**
β

GARCH

Volatility persistence

0.8401
32.87***
γ

leverage

Additional response to negative shocks

0.1593
3.63***

Persistence:

0.998

Half-life:

360 days