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Titan Machinery Inc Spline ILLIQ Liquidity Analysis

Illiquidity prediction for Tuesday, September 22nd, 2026

1 Day

3,898.90

decreased by 400.79

1 Week

4,570.52

increased by 270.83

1 Month

6,070.72

increased by 1,771.03

Analysis last updated: Monday, September 21, 2026 at 09:33 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Titan Machinery Inc ILLIQ-SMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Dec 6, 2007 to Sep 18, 2026

Model Insight

With persistence 0.994, illiquidity shocks have a half-life of 110 trading days (~0.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.

μ

ILLIQ-SMEM Model

Tap to view equation

High persistence: persistence 0.994, shock half-life ~110 days
ParamValuet-stat
ωconst1.0648
5.70***
αARCH0.1217
15.25***
βGARCH0.8720
108.45***
γi Spline Coefficients
K=1
γ1-0.0089
-1.97**

0.994

Persistence

110d

Half-life
μ

ILLIQ-SMEM Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.0648
5.70***
α

ARCH

Response to squared shocks

0.1217
15.25***
β

GARCH

Volatility persistence

0.8720
108.45***
γi Spline Coefficients
K=1
γ1-0.0089
-1.97**

Persistence:

0.994

Half-life:

110 days