Skip to main content
V-Lab
V-Lab

Image Information Inc Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Friday, October 2nd, 2026

1 Day

7,926.16

increased by 5,111.03

1 Week

4,238.15

increased by 1,423.02

1 Month

4,022.06

increased by 1,206.93

Analysis last updated: Friday, October 2, 2026 at 07:39 PM UTC

Press Delete or Backspace to remove this series.
Date Range:

from

10/01/2024

to

10/01/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Image Information Inc ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Apr 24, 2006 to Sep 25, 2026

Model Insight

With persistence 1.000, illiquidity shocks have a half-life of 3364 trading days (~13.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

μ

ILLIQ-SMEM Model

Tap to view equation

High persistence: persistence 1.000, shock half-life ~3364 days
ParamValuet-stat
ωconst0.8500
5.22***
αARCH0.2018
10.93***
βGARCH0.7980
43.17***
∑γi Spline Coefficients
K=8
γ1-0.0576
-0.17
γ2-1.1506
-2.14**
γ32.2155
6.46***
γ4-1.5659
-5.27***
γ50.8390
2.83***
γ6-0.2253
-0.85
γ7-0.8874
-2.28**
γ82.3842
2.91***

1.000

Persistence

3364d

Half-life
μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.8500
5.22***
α

ARCH

Response to squared shocks

0.2018
10.93***
β

GARCH

Volatility persistence

0.7980
43.17***
∑γi Spline Coefficients
K=8
γ1-0.0576
-0.17
γ2-1.1506
-2.14**
γ32.2155
6.46***
γ4-1.5659
-5.27***
γ50.8390
2.83***
γ6-0.2253
-0.85
γ7-0.8874
-2.28**
γ82.3842
2.91***

Persistence:

1.000

Half-life:

3364 days