Klaveness Combination Carrie ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Thursday, July 9th, 2026
1 Day
7,633.63
1 Week
7,763.56
1 Month
5,758.12
Analysis last updated: Thursday, July 9, 2026 at 08:14 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
Illiquidity shocks decay with a half-life of 12 trading days, meaning a shock loses half its impact after approximately 12 days. This multi-frequency model splits illiquidity into a fast short-run component and a slow-moving long-run level that drifts over the sample rather than a constant baseline.
ILLIQ-MFMEM Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 61 | |
α ARCH Response to squared shocks | 0.2601 | 0.75 |
β GARCH Volatility persistence | 0.8129 | 129.40*** |
γ leverage Additional response to negative shocks | -0.2601 | -0.38 |
λ₁ tau intercept Baseline long-term coefficient | 0.0000 | 0.50 |
λ₂ forecast adj. Forecast performance sensitivity | 0.2190 | 1.18 |
λ₃ tau persistence Long-term factor persistence | 0.6523 | 4.35*** |
Persistence:
0.943
Half-life:
12 days
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