V-Lab
AES Corp/VA Spline-GARCH Volatility Analysis
Volatility prediction for Wednesday, September 9th, 2026
1 Day
3.71%
increased by 0.13%
1 Week
3.84%
increased by 0.26%
1 Month
4.30%
increased by 0.72%
Analysis last updated: Tuesday, September 8, 2026 at 10:42 PM UTC
News Impact Curve
How returns affect tomorrow's volatilityVolatility Forecast
How volatility evolves over timeParameter Estimates
Jun 26, 1991 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 54 trading days.
τ
Spline-GARCH Model
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Time-varying baseline: volatility reverts to a slowly-shifting spline trend
| Param | Value | t-stat |
|---|---|---|
| ωconst | 1.2686 | 3.71*** |
| αARCH | 0.0782 | 7.84*** |
| βGARCH | 0.9091 | 106.31*** |
Spline Coefficients
K=9
| γ1 | -0.0092 | -0.17 |
| γ2 | 0.0812 | 0.90 |
| γ3 | -0.1817 | -2.44** |
| γ4 | 0.1870 | 2.73*** |
| γ5 | -0.1379 | -1.72* |
| γ6 | 0.1241 | 1.63 |
| γ7 | -0.1217 | -1.75* |
| γ8 | 0.1833 | 2.22** |
| γ9 | -0.5117 | -5.47*** |
0.987
Persistence54d
Half-lifeτ
Spline-GARCH Model
Tap to view equation
| Parameter | Value | t-statistic |
|---|---|---|
ω const Unconditional variance weight | 1.2686 | 3.71*** |
α ARCH Response to squared shocks | 0.0782 | 7.84*** |
β GARCH Volatility persistence | 0.9091 | 106.31*** |
Spline Coefficients
K=9
| γ1 | -0.0092 | -0.17 |
| γ2 | 0.0812 | 0.90 |
| γ3 | -0.1817 | -2.44** |
| γ4 | 0.1870 | 2.73*** |
| γ5 | -0.1379 | -1.72* |
| γ6 | 0.1241 | 1.63 |
| γ7 | -0.1217 | -1.75* |
| γ8 | 0.1833 | 2.22** |
| γ9 | -0.5117 | -5.47*** |
Persistence:
0.987
Half-life:
54 days
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