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Swarmer Inc ILLIQ-MFMEM Liquidity Analysis

High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful

Illiquidity prediction for Friday, July 31st, 2026

1 Day

7,019.14

decreased by 97.19

1 Week

6,906.42

decreased by 209.91

1 Month

4,992.03

decreased by 2,124.30

Analysis last updated: Thursday, July 30, 2026 at 09:31 PM UTC

Date Range:

from

to

6M ·

All

graph of Swarmer Inc ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Mar 17, 2026 to Jul 28, 2026

Model Insight

With persistence 1.000, illiquidity shocks have a half-life of 1386294 trading days (~5501.2 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. 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

26
α

ARCH

Response to squared shocks

0.0390
0.03
β

GARCH

Volatility persistence

0.9805
13.37***
γ

leverage

Additional response to negative shocks

-0.0390
-0.02
λ₁

tau intercept

Baseline long-term coefficient

10.0000
0.03
λ₂

forecast adj.

Forecast performance sensitivity

1.0000
0.03
λ₃

tau persistence

Long-term factor persistence

0.0000
0.00

Persistence:

1.000

Half-life:

1386294 days