HP Inc MF2-GARCH Volatility Analysis
Volatility prediction for Monday, November 2nd, 2026
1 Day
72.70%
increased by 24.74%
1 Week
65.88%
increased by 17.92%
1 Month
56.26%
increased by 8.30%
Analysis last updated: Friday, October 30, 2026 at 10:21 PM UTC
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News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Oct 30, 2026Model Insight
This asset exhibits a strong leverage effect: negative returns increase next-day volatility 188% more than equivalent positive returns.
σ
MF2-GARCH Model
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Leverage: Negative returns increase volatility 188% more than positive returns
| Param | Value | t-stat |
|---|---|---|
| mwindow | 66 | |
| αARCH | 0.0421 | 3.07*** |
| βGARCH | 0.7008 | 12.46*** |
| γleverage | 0.0793 | 2.64*** |
| λ₁tau intercept | 0.1130 | 1.49 |
| λ₂forecast adj. | 0.0560 | 1.95* |
| λ₃tau persistence | 0.9246 | 22.54*** |
0.783
Persistence3d
Half-lifeσ
MF2-GARCH Model
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| Parameter | Value | t-statistic |
|---|---|---|
m window Rolling window length | 66 | |
α ARCH Response to squared shocks | 0.0421 | 3.07*** |
β GARCH Volatility persistence | 0.7008 | 12.46*** |
γ leverage Additional response to negative shocks | 0.0793 | 2.64*** |
λ₁ tau intercept Baseline long-term coefficient | 0.1130 | 1.49 |
λ₂ forecast adj. Forecast performance sensitivity | 0.0560 | 1.95* |
λ₃ tau persistence Long-term factor persistence | 0.9246 | 22.54*** |
Persistence:
0.783
Half-life:
3 days
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