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ChoiceOne Financial Services Inc Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Friday, July 24th, 2026

1 Day

5,346.01

decreased by 401.56

1 Week

5,444.80

decreased by 302.77

1 Month

4,891.61

decreased by 855.96

Analysis last updated: Thursday, July 23, 2026 at 09:13 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of ChoiceOne Financial Services Inc ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jun 4, 2003 to Jul 17, 2026

Model Insight

This model fits a time-varying baseline (a spline), so illiquidity mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 9 trading days.

μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.8085
2.67***
α

ARCH

Response to squared shocks

0.0988
6.70***
β

GARCH

Volatility persistence

0.8280
27.94***
γi Spline Coefficients
K=9
γ10.8922
2.20**
γ2-1.8618
-3.48***
γ31.3480
4.37***
γ4-0.1549
-0.52
γ5-1.0916
-3.61***
γ62.0178
7.03***
γ7-1.9725
-5.56***
γ80.9253
2.22**
γ90.2505
0.59

Persistence:

0.927

Half-life:

9 days