V-Lab
NIO Inc Asymmetric ILLIQ Liquidity Analysis
Illiquidity prediction for Wednesday, September 30th, 2026
1 Day
151.29
increased by 27.85
1 Week
131.03
increased by 7.59
1 Month
142.93
increased by 19.49
Analysis last updated: Tuesday, September 29, 2026 at 09:50 PM UTC
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News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Sep 12, 2018 to Sep 25, 2026Model Insight
With persistence 0.993, illiquidity shocks have a half-life of 97 trading days (~0.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Asymmetry: illiquidity responds almost entirely to negative returns
μ
ILLIQ-AMEM Model
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High persistence: persistence 0.993, shock half-life ~97 daysAsymmetry: illiquidity responds almost entirely to negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.0957 | 1.07 |
| αARCH | 0.0274 | 2.22** |
| βGARCH | 0.9085 | 106.64*** |
| γleverage | 0.1141 | 6.64*** |
0.993
Persistence97d
Half-lifeμ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0957 | 1.07 |
α ARCH Response to squared shocks | 0.0274 | 2.22** |
β GARCH Volatility persistence | 0.9085 | 106.64*** |
γ leverage Additional response to negative shocks | 0.1141 | 6.64*** |
Persistence:
0.993
Half-life:
97 days
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