Klaveness Combination Carrie 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 Thursday, July 9th, 2026
1 Day
3,613.49
increased by 80.71
1 Week
3,508.35
decreased by 24.43
1 Month
3,064.24
decreased by 468.54
Analysis last updated: Thursday, July 9, 2026 at 08:13 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Jun 10, 2019 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.
μ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0000 | 0.00 |
α ARCH Response to squared shocks | 0.0233 | 3.56*** |
β GARCH Volatility persistence | 0.9792 | 1,433.62*** |
γ leverage Additional response to negative shocks | -0.0048 | -0.48 |
Persistence:
1.000
Half-life:
-
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