V-Lab
Howmet Aerospace Inc Zero Slope Spline-GARCH Volatility Analysis
Volatility prediction for Friday, September 11th, 2026
1 Day
56.16%
decreased by 1.70%
1 Week
55.27%
decreased by 2.59%
1 Month
52.29%
decreased by 5.57%
Analysis last updated: Thursday, September 10, 2026 at 09:56 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jan 2, 1990 to Sep 4, 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 21 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 | 0.7560 | 3.33*** |
| αARCH | 0.0598 | 8.16*** |
| βGARCH | 0.9078 | 84.07*** |
Spline Coefficients
K=10
| γ1 | -0.0049 | -0.07 |
| γ2 | 0.0450 | 0.44 |
| γ3 | -0.0697 | -1.23 |
| γ4 | -0.0003 | -0.01 |
| γ5 | 0.1078 | 2.43** |
| γ6 | -0.1884 | -4.18*** |
| γ7 | 0.2354 | 4.26*** |
| γ8 | -0.2343 | -3.53*** |
| γ9 | 0.1727 | 2.82*** |
| γ10 | -0.0809 | -2.00** |
0.968
Persistence21d
Half-lifeτ
Zero Slope Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 0.7560 | 3.33*** |
α ARCH Response to squared shocks | 0.0598 | 8.16*** |
β GARCH Volatility persistence | 0.9078 | 84.07*** |
Spline Coefficients
K=10
| γ1 | -0.0049 | -0.07 |
| γ2 | 0.0450 | 0.44 |
| γ3 | -0.0697 | -1.23 |
| γ4 | -0.0003 | -0.01 |
| γ5 | 0.1078 | 2.43** |
| γ6 | -0.1884 | -4.18*** |
| γ7 | 0.2354 | 4.26*** |
| γ8 | -0.2343 | -3.53*** |
| γ9 | 0.1727 | 2.82*** |
| γ10 | -0.0809 | -2.00** |
Persistence:
0.968
Half-life:
21 days
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