V-Lab
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
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Dec 6, 2007 to Sep 18, 2026Model 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
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.0648 | 5.70*** |
| αARCH | 0.1217 | 15.25*** |
| βGARCH | 0.8720 | 108.45*** |
Spline Coefficients
K=1
| γ1 | -0.0089 | -1.97** |
0.994
Persistence110d
Half-lifeμ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-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*** |
Spline Coefficients
K=1
| γ1 | -0.0089 | -1.97** |
Persistence:
0.994
Half-life:
110 days
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