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V-Lab

Klepierre 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 Monday, July 20th, 2026

1 Day

453.32

increased by 5.63

1 Week

451.46

increased by 3.77

1 Month

409.85

decreased by 37.84

Analysis last updated: Saturday, July 18, 2026 at 10:26 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Klepierre ILLIQ-AMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Jun 28, 1991 to Jul 17, 2026

Model 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 rises 37% more after negative returns

μ

ILLIQ-AMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.4914
2.15**
α

ARCH

Response to squared shocks

0.0333
15.71***
β

GARCH

Volatility persistence

0.9605
770.89***
γ

leverage

Additional response to negative shocks

0.0124
4.34***

Persistence:

1.000

Half-life:

-