V-Lab
M3 Technology Inc Asymmetric ILLIQ Liquidity Analysis
Illiquidity prediction for Friday, September 11th, 2026
1 Day
1,614.19
increased by 311.80
1 Week
1,231.44
decreased by 70.95
1 Month
1,020.69
decreased by 281.70
Analysis last updated: Friday, September 11, 2026 at 09:29 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Nov 27, 2020 to Sep 4, 2026Model Insight
With persistence 0.998, illiquidity shocks have a half-life of 437 trading days (~1.7 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Asymmetry: Illiquidity rises 187% more after negative returns
μ
ILLIQ-AMEM Model
Tap to view equation
High persistence: persistence 0.998, shock half-life ~437 daysAsymmetry: Illiquidity rises 187% more after negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.4472 | 0.93 |
| αARCH | 0.0824 | 2.43** |
| βGARCH | 0.8390 | 32.05*** |
| γleverage | 0.1541 | 3.47*** |
0.998
Persistence437d
Half-lifeμ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.4472 | 0.93 |
α ARCH Response to squared shocks | 0.0824 | 2.43** |
β GARCH Volatility persistence | 0.8390 | 32.05*** |
γ leverage Additional response to negative shocks | 0.1541 | 3.47*** |
Persistence:
0.998
Half-life:
437 days
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