V-Lab
Howmet Aerospace Inc Zero Slope Spline-GARCH Volatility Analysis
Volatility prediction for Monday, October 5th, 2026
1 Day
36.33%
decreased by 0.72%
1 Week
36.55%
decreased by 0.50%
1 Month
37.26%
increased by 0.21%
Analysis last updated: Friday, October 2, 2026 at 11:42 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 2, 2026Model Insight
This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 20 trading days.
τ
Zero Slope Spline-GARCH Model
Tap to view equation
Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 0.7502 | 3.32*** |
| αARCH | 0.0612 | 8.16*** |
| βGARCH | 0.9055 | 81.81*** |
Spline Coefficients
K=10
| γ1 | -0.0027 | -0.04 |
| γ2 | 0.0412 | 0.40 |
| γ3 | -0.0686 | -1.22 |
| γ4 | 0.0019 | 0.04 |
| γ5 | 0.1049 | 2.38** |
| γ6 | -0.1866 | -4.20*** |
| γ7 | 0.2341 | 4.30*** |
| γ8 | -0.2331 | -3.55*** |
| γ9 | 0.1727 | 2.83*** |
| γ10 | -0.0818 | -2.05** |
0.967
Persistence20d
Half-lifeτ
Zero Slope Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.7502 | 3.32*** |
α ARCH Response to squared shocks | 0.0612 | 8.16*** |
β GARCH Volatility persistence | 0.9055 | 81.81*** |
Spline Coefficients
K=10
| γ1 | -0.0027 | -0.04 |
| γ2 | 0.0412 | 0.40 |
| γ3 | -0.0686 | -1.22 |
| γ4 | 0.0019 | 0.04 |
| γ5 | 0.1049 | 2.38** |
| γ6 | -0.1866 | -4.20*** |
| γ7 | 0.2341 | 4.30*** |
| γ8 | -0.2331 | -3.55*** |
| γ9 | 0.1727 | 2.83*** |
| γ10 | -0.0818 | -2.05** |
Persistence:
0.967
Half-life:
20 days
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