V-Lab
M3 Technology Inc Asymmetric ILLIQ Liquidity Analysis
Illiquidity prediction for Monday, October 5th, 2026
1 Day
560.99
decreased by 47.42
1 Week
667.90
increased by 59.49
1 Month
1,099.44
increased by 491.03
Analysis last updated: Sunday, October 4, 2026 at 12:04 AM 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 2, 2026Model Insight
With persistence 0.998, illiquidity shocks have a half-life of 344 trading days (~1.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Asymmetry: Illiquidity rises 195% more after negative returns
μ
ILLIQ-AMEM Model
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High persistence: persistence 0.998, shock half-life ~344 daysAsymmetry: Illiquidity rises 195% more after negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.4867 | 0.94 |
| αARCH | 0.0808 | 2.38** |
| βGARCH | 0.8386 | 31.73*** |
| γleverage | 0.1573 | 3.58*** |
0.998
Persistence344d
Half-lifeμ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.4867 | 0.94 |
α ARCH Response to squared shocks | 0.0808 | 2.38** |
β GARCH Volatility persistence | 0.8386 | 31.73*** |
γ leverage Additional response to negative shocks | 0.1573 | 3.58*** |
Persistence:
0.998
Half-life:
344 days
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