Bitcoin Japan Corp ILLIQ-MFMEM Liquidity Analysis
Liquidity prediction for Tuesday, July 21st, 2026
1 Day
225.22
1 Week
206.02
1 Month
181.01
Analysis last updated: Sunday, July 19, 2026 at 02:17 AM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Oct 2, 1992 to Jul 17, 2026Model Insight
Illiquidity shocks decay with a half-life of 13 trading days, meaning a shock loses half its impact after approximately 13 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 | 86 | |
α ARCH Response to squared shocks | 0.1529 | 0.40 |
β GARCH Volatility persistence | 0.8697 | 185.48*** |
γ leverage Additional response to negative shocks | -0.1529 | -0.35 |
λ₁ tau intercept Baseline long-term coefficient | 7.9388 | 0.48 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0000 | 0.11 |
λ₃ tau persistence Long-term factor persistence | 0.7201 | 6.14*** |
Persistence:
0.946
Half-life:
13 days
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