V-Lab
CVS Health Corp ILLIQ-MFMEM Liquidity Analysis
Illiquidity prediction for Monday, July 27th, 2026
1 Day
19.50
1 Week
19.03
1 Month
19.50
Analysis last updated: Friday, July 24, 2026 at 10:29 PM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
Jan 2, 1990 to Jul 24, 2026Model Insight
Illiquidity shocks decay with a half-life of 5 trading days, meaning a shock loses half its impact after approximately 5 days. This multi-frequency model splits illiquidity into a fast short-run component and a slow-moving long-run level that drifts over the sample rather than a constant baseline.
ILLIQ-MFMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 36 | |
α ARCH Response to squared shocks | 0.0732 | 0.66 |
β GARCH Volatility persistence | 0.8317 | 47.37*** |
γ leverage Additional response to negative shocks | -0.0573 | -0.24 |
λ₁ tau intercept Baseline long-term coefficient | 0.3624 | 2.01** |
λ₂ forecast adj. Forecast performance sensitivity | 0.4344 | 4.27*** |
λ₃ tau persistence Long-term factor persistence | 0.5581 | 0.94 |
Persistence:
0.876
Half-life:
5 days
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