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Ataa Educational Co Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Sunday, November 15th, 2026

1 Day

3,867.65

decreased by 602.48

1 Week

4,946.42

increased by 476.29

1 Month

6,431.57

increased by 1,961.44

Analysis last updated: Friday, November 13, 2026 at 09:43 PM UTC

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Date Range:

from

11/12/2024

to

11/12/2026

6M ·

1Y ·

2Y ·

5Y ·

All

graph of Ataa Educational Co ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jul 31, 2019 to Nov 12, 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 32 trading days.

μ

ILLIQ-SMEM Model

Tap to view equation

Time-varying baseline: illiquidity reverts to a slowly-shifting spline trend
ParamValuet-stat
ωconst1.1488
6.28***
αARCH0.1848
8.80***
βGARCH0.7940
33.27***
∑γi Spline Coefficients
K=1
γ10.0217
0.99

0.979

Persistence

32d

Half-life
μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.1488
6.28***
α

ARCH

Response to squared shocks

0.1848
8.80***
β

GARCH

Volatility persistence

0.7940
33.27***
∑γi Spline Coefficients
K=1
γ10.0217
0.99

Persistence:

0.979

Half-life:

32 days