Wal-Mart Stores Inc ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Wednesday, July 22nd, 2026
1 Day
5.40
1 Week
5.25
1 Month
4.79
Analysis last updated: Tuesday, July 21, 2026 at 09:37 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Jan 2, 1990 to Jul 17, 2026Model Insight
This asset shows asymmetric liquidity dynamics: illiquidity rises 147% more after negative returns than after positive returns of equal magnitude. 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
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 21 | |
α ARCH Response to squared shocks | 0.0514 | 1.22 |
β GARCH Volatility persistence | 0.8700 | 14.87*** |
γ leverage Additional response to negative shocks | 0.0753 | 2.41** |
λ₁ tau intercept Baseline long-term coefficient | 0.0155 | 1.62 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0258 | 7.33*** |
λ₃ tau persistence Long-term factor persistence | 0.9732 | 40.79*** |
Persistence:
0.959
Half-life:
17 days
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