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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News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Nov 27, 2020 to Oct 16, 2026Model 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
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High persistence: persistence 0.998, shock half-life ~360 daysAsymmetry: Illiquidity rises 203% more after negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.4464 | 0.90 |
| αARCH | 0.0784 | 2.39** |
| βGARCH | 0.8401 | 32.87*** |
| γleverage | 0.1593 | 3.63*** |
0.998
Persistence360d
Half-lifeμ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-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
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