V-Lab
Life360, Inc. ILLIQ-MFMEM Liquidity Analysis
Last recorded values (Tuesday, September 26th, 2023):
1 Day
7,191.19
1 Week
5,832.59
1 Month
4,551.64
Analysis last updated: Wednesday, September 27, 2023 at 02:54 AM UTC
News Impact Curve
How returns affect tomorrow's illiquidityIlliquidity Forecast
How illiquidity evolves over timeParameter Estimates
May 10, 2019 to Sep 22, 2023Model 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
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 41 | |
α ARCH Response to squared shocks | 0.1557 | 11.47*** |
β GARCH Volatility persistence | 0.8285 | 207.38*** |
γ leverage Additional response to negative shocks | -0.1557 | -5.59*** |
λ₁ tau intercept Baseline long-term coefficient | 10.0000 | 67.68*** |
λ₂ forecast adj. Forecast performance sensitivity | 0.0026 | 7.32*** |
λ₃ tau persistence Long-term factor persistence | 0.9889 | 1,020.52*** |
Persistence:
0.906
Half-life:
7 days
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