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Klaveness Combination Carrie ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Thursday, July 9th, 2026

1 Day

7,633.63

increased by 257.76

1 Week

7,763.56

increased by 387.69

1 Month

5,758.12

decreased by 1,617.75

Analysis last updated: Thursday, July 9, 2026 at 08:14 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

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graph of Klaveness Combination Carrie ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Jun 10, 2019 to Jul 3, 2026

Model 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.

μ

ILLIQ-MFMEM Model

Tap to view equation

ParameterValuet-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