Skip to main content
V-Lab
V-Lab

Bristol-Myers Squibb Co Asymmetric ILLIQ Liquidity Analysis

Illiquidity prediction for Tuesday, November 3rd, 2026

1 Day

21.55

decreased by 0.57

1 Week

22.17

increased by 0.05

1 Month

21.19

decreased by 0.93

Analysis last updated: Monday, November 2, 2026 at 10:26 PM UTC

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

from

11/02/2024

to

11/02/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Bristol-Myers Squibb Co ILLIQ-AMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jan 2, 1990 to Oct 30, 2026

Model Insight

With persistence 1.000, illiquidity shocks have a half-life of 3736 trading days (~14.8 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

Asymmetry: Illiquidity rises 101% more after negative returns

μ

ILLIQ-AMEM Model

Tap to view equation

High persistence: persistence 1.000, shock half-life ~3736 daysAsymmetry: Illiquidity rises 101% more after negative returns
ParamValuet-stat
ωconst0.0396
1.35
αARCH0.0297
6.16***
βGARCH0.9552
291.58***
γleverage0.0298
3.47***

1.000

Persistence

3736d

Half-life
μ

ILLIQ-AMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0396
1.35
α

ARCH

Response to squared shocks

0.0297
6.16***
β

GARCH

Volatility persistence

0.9552
291.58***
γ

leverage

Additional response to negative shocks

0.0298
3.47***

Persistence:

1.000

Half-life:

3736 days