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V-Lab

Polight As Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Tuesday, July 28th, 2026

1 Day

3,343.40

decreased by 798.97

1 Week

3,945.67

decreased by 196.70

1 Month

5,643.96

increased by 1,501.59

Analysis last updated: Tuesday, July 28, 2026 at 08:18 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of Polight As ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Oct 1, 2018 to Jul 24, 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 24 trading days.

μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.2861
3.49***
α

ARCH

Response to squared shocks

0.2697
5.52***
β

GARCH

Volatility persistence

0.7022
14.28***
γi Spline Coefficients
K=8
γ1-26.2561
-6.17***
γ252.1160
5.70***
γ3-35.3481
-4.89***
γ410.0306
3.36***
γ5-1.8696
-1.27
γ62.8212
2.47**
γ7-2.7821
-2.54**
γ81.4619
1.13

Persistence:

0.972

Half-life:

24 days