PRA Group Inc Spline ILLIQ Liquidity Analysis
Illiquidity prediction for Friday, October 23rd, 2026
1 Day
2,864.62
increased by 228.14
1 Week
2,505.35
decreased by 131.13
1 Month
2,389.56
decreased by 246.92
Analysis last updated: Thursday, October 22, 2026 at 09:27 PM UTC
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News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Nov 8, 2002 to Oct 16, 2026Model Insight
With persistence 0.991, illiquidity shocks have a half-life of 77 trading days (~0.3 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
μ
ILLIQ-SMEM Model
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High persistence: persistence 0.991, shock half-life ~77 days
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.3735 | 7.80*** |
| αARCH | 0.0710 | 8.99*** |
| βGARCH | 0.9200 | 112.47*** |
Spline Coefficients
K=1
| γ1 | 0.0029 | 0.46 |
0.991
Persistence77d
Half-lifeμ
ILLIQ-SMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.3735 | 7.80*** |
α ARCH Response to squared shocks | 0.0710 | 8.99*** |
β GARCH Volatility persistence | 0.9200 | 112.47*** |
Spline Coefficients
K=1
| γ1 | 0.0029 | 0.46 |
Persistence:
0.991
Half-life:
77 days
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