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V-Lab

Equity Residential Asymmetric ILLIQ Liquidity Analysis

Liquidity prediction for Monday, July 20th, 2026

1 Day

84.21

increased by 2.46

1 Week

78.93

decreased by 2.82

1 Month

78.95

decreased by 2.80

Analysis last updated: Friday, July 17, 2026 at 10:52 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Equity Residential ILLIQ-AMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Aug 12, 1993 to Jul 17, 2026

Model Insight

With persistence 0.999, illiquidity shocks have a half-life of 809 trading days (~3.2 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Asymmetry: Illiquidity rises 28% more after negative returns

μ

ILLIQ-AMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.4719
7.81***
α

ARCH

Response to squared shocks

0.0492
26.80***
β

GARCH

Volatility persistence

0.9431
735.04***
γ

leverage

Additional response to negative shocks

0.0138
5.20***

Persistence:

0.999

Half-life:

809 days