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V-Lab

Klepierre Spline ILLIQ Liquidity Analysis

Liquidity prediction for Monday, July 20th, 2026

1 Day

486.66

increased by 11.88

1 Week

478.42

increased by 3.64

1 Month

422.61

decreased by 52.17

Analysis last updated: Saturday, July 18, 2026 at 10:29 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Klepierre ILLIQ-SMEM

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

With persistence 0.995, illiquidity shocks have a half-life of 129 trading days (~0.5 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

2.4249
4.27***
α

ARCH

Response to squared shocks

0.0545
7.60***
β

GARCH

Volatility persistence

0.9401
114.07***
γi Spline Coefficients
K=3
γ1-0.0346
-4.34***
γ20.0674
5.21***
γ3-0.0435
-4.50***

Persistence:

0.995

Half-life:

129 days