Zhejiang Daily Digital Culture Group Co Ltd Asymmetric ILLIQ Liquidity Analysis
High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful
Liquidity prediction for Friday, July 10th, 2026
1 Day
89.12
1 Week
90.25
1 Month
116.24
Analysis last updated: Friday, July 10, 2026 at 06:31 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Mar 4, 1993 to Jul 3, 2026Model Insight
Estimated persistence of 1.000 is at or above 1 (non-stationary): illiquidity shocks do not decay and the long-run level is undefined, so long-horizon forecasts should be treated with caution.
Asymmetry: illiquidity responds almost entirely to negative returns
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.6269 | 3.85*** |
α ARCH Response to squared shocks | 0.0423 | 4.56*** |
β GARCH Volatility persistence | 0.8504 | 172.18*** |
γ leverage Additional response to negative shocks | 0.2146 | 13.34*** |
Persistence:
1.000
Half-life:
-
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