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V-Lab

Productive Technologies Co Ltd Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Monday, July 27th, 2026

1 Day

31,539.43

increased by 6,528.56

1 Week

22,163.79

decreased by 2,847.08

1 Month

20,814.53

decreased by 4,196.34

Analysis last updated: Sunday, July 26, 2026 at 01:01 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Productive Technologies Co Ltd ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Jan 2, 2007 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 34 trading days.

μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

4.5704
3.00***
α

ARCH

Response to squared shocks

0.2659
6.74***
β

GARCH

Volatility persistence

0.7141
21.96***
γi Spline Coefficients
K=9
γ1-0.5726
-0.46
γ2-0.8453
-0.40
γ33.2536
2.39**
γ4-2.1512
-2.77***
γ50.1067
0.18
γ60.0416
0.06
γ70.0646
0.08
γ81.4846
1.83*
γ9-3.6475
-4.15***

Persistence:

0.980

Half-life:

34 days