Contextlogic Holdings Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, October 26th, 2026
1 Day
25.25%
decreased by 0.35%
1 Week
27.99%
increased by 2.39%
1 Month
33.51%
increased by 7.91%
Analysis last updated: Saturday, October 24, 2026 at 01:25 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 16, 2020 to Oct 23, 2026Model Insight
Volatility shocks decay with a half-life of 4 trading days, meaning a shock loses half its impact after approximately 4 days.
σ
MF2-GARCH Model
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Shock decay: Shocks decay with a 4-day half-life
| Param | Value | t-stat |
|---|---|---|
| mwindow | 71 | |
| αARCH | 0.0644 | 3.55*** |
| βGARCH | 0.7387 | 13.72*** |
| γleverage | 0.0732 | 1.19 |
| λ₁tau intercept | 0.5661 | 1.03 |
| λ₂forecast adj. | 0.8221 | 8.17*** |
| λ₃tau persistence | 0.1316 | 1.86* |
0.840
Persistence4d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 71 | |
α ARCH Response to squared shocks | 0.0644 | 3.55*** |
β GARCH Volatility persistence | 0.7387 | 13.72*** |
γ leverage Additional response to negative shocks | 0.0732 | 1.19 |
λ₁ tau intercept Baseline long-term coefficient | 0.5661 | 1.03 |
λ₂ forecast adj. Forecast performance sensitivity | 0.8221 | 8.17*** |
λ₃ tau persistence Long-term factor persistence | 0.1316 | 1.86* |
Persistence:
0.840
Half-life:
4 days
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