American Resources Corp ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Monday, July 13th, 2026
1 Day
5,994.69
1 Week
6,952.62
1 Month
7,334.80
Analysis last updated: Friday, July 10, 2026 at 09:29 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Feb 20, 2017 to Jul 10, 2026Model Insight
Illiquidity shocks decay with a half-life of 7 trading days, meaning a shock loses half its impact after approximately 7 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
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 126 | |
α ARCH Response to squared shocks | 0.2176 | 10.17*** |
β GARCH Volatility persistence | 0.7915 | 243.39*** |
γ leverage Additional response to negative shocks | -0.2176 | -6.27*** |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 14.75*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.07 |
λ₃ tau persistence Long-term factor persistence | 0.9805 | 1,670.32*** |
Persistence:
0.900
Half-life:
7 days
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