Merck & Co Inc Asymmetric ILLIQ Liquidity Analysis
Illiquidity prediction for Tuesday, November 3rd, 2026
1 Day
10.66
decreased by 0.06
1 Week
10.82
increased by 0.10
1 Month
10.51
decreased by 0.21
Analysis last updated: Monday, November 2, 2026 at 10:35 PM UTC
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News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jan 2, 1990 to Oct 30, 2026Model Insight
With persistence 1.000, illiquidity shocks have a half-life of 2314 trading days (~9.2 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Asymmetry: Illiquidity rises 176% more after negative returns
μ
ILLIQ-AMEM Model
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High persistence: persistence 1.000, shock half-life ~2314 daysAsymmetry: Illiquidity rises 176% more after negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.0286 | 1.22 |
| αARCH | 0.0210 | 5.34*** |
| βGARCH | 0.9601 | 315.52*** |
| γleverage | 0.0371 | 5.56*** |
1.000
Persistence2314d
Half-lifeμ
ILLIQ-AMEM Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0286 | 1.22 |
α ARCH Response to squared shocks | 0.0210 | 5.34*** |
β GARCH Volatility persistence | 0.9601 | 315.52*** |
γ leverage Additional response to negative shocks | 0.0371 | 5.56*** |
Persistence:
1.000
Half-life:
2314 days
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