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Apartment Investment & Management Co ILLIQ-MFMEM Liquidity Analysis

Liquidity prediction for Monday, July 20th, 2026

1 Day

2,612.76

increased by 206.19

1 Week

2,292.21

decreased by 114.36

1 Month

1,941.37

decreased by 465.20

Analysis last updated: Friday, July 17, 2026 at 10:36 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Apartment Investment & Management Co ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's liquidity

Liquidity Forecast

How liquidity evolves over time

Parameter Estimates

Jul 22, 1994 to Jul 17, 2026

Model Insight

Illiquidity shocks decay with a half-life of 13 trading days, meaning a shock loses half its impact after approximately 13 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

106
α

ARCH

Response to squared shocks

0.0791
11.70***
β

GARCH

Volatility persistence

0.9075
240.54***
γ

leverage

Additional response to negative shocks

-0.0791
-2.80***
λ₁

tau intercept

Baseline long-term coefficient

0.6754
106.74***
λ₂

forecast adj.

Forecast performance sensitivity

0.0043
4.68***
λ₃

tau persistence

Long-term factor persistence

0.9942
732.66***

Persistence:

0.947

Half-life:

13 days