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V-Lab

Equity Residential ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Monday, July 20th, 2026

1 Day

87.08

increased by 1.62

1 Week

81.96

decreased by 3.50

1 Month

82.16

decreased by 3.30

Analysis last updated: Friday, July 17, 2026 at 10:53 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Equity Residential ILLIQ-MFMEM

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

Illiquidity shocks decay with a half-life of 18 trading days, meaning a shock loses half its impact after approximately 18 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

126
α

ARCH

Response to squared shocks

0.0587
13.87***
β

GARCH

Volatility persistence

0.9328
364.23***
γ

leverage

Additional response to negative shocks

-0.0587
-3.41***
λ₁

tau intercept

Baseline long-term coefficient

0.0397
38.87***
λ₂

forecast adj.

Forecast performance sensitivity

0.0000
0.05
λ₃

tau persistence

Long-term factor persistence

0.9987
4,043.30***

Persistence:

0.962

Half-life:

18 days