Skip to main content
V-Lab
V-Lab

Bio-Rad Laboratories Inc Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Thursday, October 15th, 2026

1 Day

17,243,350.00

decreased by 101,290.00

1 Week

17,293,995.00

decreased by 50,645.00

1 Month

14,565,342.63

decreased by 2,779,297.37

Analysis last updated: Wednesday, October 14, 2026 at 10:34 PM UTC

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

from

10/14/2024

to

10/14/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Bio-Rad Laboratories Inc ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jan 3, 1990 to Oct 14, 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 13 trading days.

μ

ILLIQ-SMEM Model

Tap to view equation

Time-varying baseline: illiquidity reverts to a slowly-shifting spline trend
ParamValuet-stat
ωconst1.6925
7.86***
αARCH0.0334
2.94***
βGARCH0.9162
27.47***
∑γi Spline Coefficients
K=10
γ1-0.1448
-1.04
γ20.0245
0.11
γ30.2800
1.95*
γ4-0.3781
-2.81***
γ50.2268
1.11
γ60.4243
1.21
γ7-0.9346
-2.00**
γ80.8537
1.98**
γ9-0.6914
-1.71*
γ102.3785
2.45**

0.950

Persistence

13d

Half-life
μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.6925
7.86***
α

ARCH

Response to squared shocks

0.0334
2.94***
β

GARCH

Volatility persistence

0.9162
27.47***
∑γi Spline Coefficients
K=10
γ1-0.1448
-1.04
γ20.0245
0.11
γ30.2800
1.95*
γ4-0.3781
-2.81***
γ50.2268
1.11
γ60.4243
1.21
γ7-0.9346
-2.00**
γ80.8537
1.98**
γ9-0.6914
-1.71*
γ102.3785
2.45**

Persistence:

0.950

Half-life:

13 days