V-Lab
PRA Group Inc Asymmetric ILLIQ Liquidity Analysis
Illiquidity prediction for Thursday, September 10th, 2026
1 Day
3,006.91
decreased by 183.25
1 Week
3,279.86
increased by 89.70
1 Month
3,563.27
increased by 373.11
Analysis last updated: Wednesday, September 9, 2026 at 09:24 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Nov 8, 2002 to Sep 4, 2026Model Insight
With persistence 0.998, illiquidity shocks have a half-life of 354 trading days (~1.4 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Asymmetry: Illiquidity rises 174% more after negative returns
μ
ILLIQ-AMEM Model
Tap to view equation
High persistence: persistence 0.998, shock half-life ~354 daysAsymmetry: Illiquidity rises 174% more after negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 5.0000 | 0.64 |
| αARCH | 0.0311 | 3.52*** |
| βGARCH | 0.9398 | 173.33*** |
| γleverage | 0.0543 | 2.95*** |
0.998
Persistence354d
Half-lifeμ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 5.0000 | 0.64 |
α ARCH Response to squared shocks | 0.0311 | 3.52*** |
β GARCH Volatility persistence | 0.9398 | 173.33*** |
γ leverage Additional response to negative shocks | 0.0543 | 2.95*** |
Persistence:
0.998
Half-life:
354 days
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