PRA Group Inc Asymmetric ILLIQ Liquidity Analysis
Illiquidity prediction for Friday, October 23rd, 2026
1 Day
2,590.06
increased by 360.24
1 Week
2,295.95
increased by 66.13
1 Month
2,300.80
increased by 70.98
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 0.998, illiquidity shocks have a half-life of 339 trading days (~1.3 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate.
Asymmetry: Illiquidity rises 173% more after negative returns
μ
ILLIQ-AMEM Model
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High persistence: persistence 0.998, shock half-life ~339 daysAsymmetry: Illiquidity rises 173% more after negative returns
| Param | Value | t-stat |
|---|---|---|
| ωconst | 5.0000 | 0.64 |
| αARCH | 0.0314 | 3.54*** |
| βGARCH | 0.9394 | 173.23*** |
| γleverage | 0.0543 | 2.94*** |
0.998
Persistence339d
Half-lifeμ
ILLIQ-AMEM Model
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| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 5.0000 | 0.64 |
α ARCH Response to squared shocks | 0.0314 | 3.54*** |
β GARCH Volatility persistence | 0.9394 | 173.23*** |
γ leverage Additional response to negative shocks | 0.0543 | 2.94*** |
Persistence:
0.998
Half-life:
339 days
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