Tsi Co., Ltd. Asymmetric ILLIQ Liquidity Analysis
High-persistence model: shocks decay very slowly, so the theoretical long-run value may not be practically meaningful
Liquidity prediction for Wednesday, July 15th, 2026
1 Day
152.75
decreased by 16.51
1 Week
153.68
decreased by 15.58
1 Month
142.28
decreased by 26.98
Analysis last updated: Wednesday, July 15, 2026 at 08:12 PM UTC
News Impact Curve
How returns affect tomorrow's liquidityLiquidity Forecast
How liquidity evolves over timeParameter Estimates
Oct 30, 2017 to Jul 10, 2026Model Insight
Estimated persistence of 1.000 is at or above 1 (non-stationary): illiquidity shocks do not decay and the long-run level is undefined, so long-horizon forecasts should be treated with caution.
μ
ILLIQ-AMEM Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.0959 | 5.14*** |
α ARCH Response to squared shocks | 0.1602 | 13.71*** |
β GARCH Volatility persistence | 0.8436 | 469.45*** |
γ leverage Additional response to negative shocks | -0.0076 | -0.36 |
Persistence:
1.000
Half-life:
-
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