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V-Lab

AvalonBay Communities Inc ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Monday, July 20th, 2026

1 Day

93.09

increased by 0.05

1 Week

89.29

decreased by 3.75

1 Month

82.60

decreased by 10.44

Analysis last updated: Friday, July 17, 2026 at 10:39 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of AvalonBay Communities Inc ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Mar 11, 1994 to Jul 17, 2026

Model Insight

Illiquidity shocks decay with a half-life of 7 trading days, meaning a shock loses half its impact after approximately 7 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

66
α

ARCH

Response to squared shocks

0.0687
1.77*
β

GARCH

Volatility persistence

0.8716
42.73***
γ

leverage

Additional response to negative shocks

-0.0687
-0.65
λ₁

tau intercept

Baseline long-term coefficient

0.3577
3.28***
λ₂

forecast adj.

Forecast performance sensitivity

0.0735
1.76*
λ₃

tau persistence

Long-term factor persistence

0.9205
10.20***

Persistence:

0.906

Half-life:

7 days