Cardano to US Dollar MF2-GARCH Volatility Analysis
Volatility prediction for Monday, October 26th, 2026
1 Day
56.47%
decreased by 3.37%
1 Week
61.59%
increased by 1.75%
1 Month
68.84%
increased by 9.00%
Analysis last updated: Sunday, October 25, 2026 at 09:12 AM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Dec 1, 2022 to Oct 24, 2026Model Insight
Volatility shocks decay with a half-life of 2 trading days, meaning a shock loses half its impact after approximately 2 days.
σ
MF2-GARCH Model
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Shock decay: Shocks decay with a 2-day half-life
| Param | Value | t-stat |
|---|---|---|
| mwindow | 31 | |
| αARCH | 0.2476 | 2.78*** |
| βGARCH | 0.5314 | 4.08*** |
| γleverage | -0.0968 | -0.87 |
| λ₁tau intercept | 0.5352 | 1.12 |
| λ₂forecast adj. | 0.1904 | 1.31 |
| λ₃tau persistence | 0.8005 | 5.85*** |
0.731
Persistence2d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 31 | |
α ARCH Response to squared shocks | 0.2476 | 2.78*** |
β GARCH Volatility persistence | 0.5314 | 4.08*** |
γ leverage Additional response to negative shocks | -0.0968 | -0.87 |
λ₁ tau intercept Baseline long-term coefficient | 0.5352 | 1.12 |
λ₂ forecast adj. Forecast performance sensitivity | 0.1904 | 1.31 |
λ₃ tau persistence Long-term factor persistence | 0.8005 | 5.85*** |
Persistence:
0.731
Half-life:
2 days
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